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apa.dat
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apa.dat
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Creating Error
DataSet Size: 100
# Epoch TrnErr LrnRate
100 0.00581515 0.0540963
200 0.00119892 0.14632
300 0.000326139 0.395769
400 9.86566e-05 1.07048
500 3.15136e-05 2.89546
600 1.03967e-05 7.83167
700 3.50344e-06 21.1832
800 1.19839e-06 57.2966
900 4.14538e-07 154.977
1000 1.44651e-07 419.183
1000 1.44651e-07 419.183
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 1 1 0 1 1 0 : 1
Individual: 0 0 0 0 0 0 0 1 : 1.82472e-11 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 0 1 0 0 0 : 1.19535e-07 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 0 1 0 : 0.999999 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 0 0 0 0 1 0 : 2.17202e-11 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 0 0 0 0 1 0 : 2.17202e-11 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 0 0 0 1 0 1 1 0 : 5.00503e-11 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 0 0 1 1 1 0 0 0 : 5.24686e-11 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 0 0 0 0 1 1 1 0 : 3.8454e-11 Background: 1 0 1 0 1 1 1 1 : 1
Individual: 1 0 1 1 0 1 0 0 : 2.11366e-07 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 0 1 0 0 0 0 : 8.03362e-11 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 0 0 1 1 0 1 1 : 5.92542e-07 Background: 1 1 1 0 1 0 1 0 : 0.999997
Individual: 1 1 0 0 0 1 0 0 : 5.13218e-11 Background: 0 1 1 0 1 1 1 0 : 0.999981
Individual: 0 0 1 1 0 0 1 1 : 7.66389e-06 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 0 0 0 1 0 1 1 1 : 9.03796e-07 Background: 1 1 1 1 1 0 0 0 : 0.999997
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 0 0 1 0 1 0 0 : 2.25677e-11 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 1 0 1 0 0 1 1 1 : 0.999995 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 0 0 0 1 0 1 1 0 : 5.00503e-11 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 0 1 1 : 0.999998 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 0 1 0 0 0 1 0 : 2.06882e-11 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 0 1 : 0.999941 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999997 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 0 1 1 1 1 0 : 9.08345e-08 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 0 0 0 0 0 0 0 0 : 1.89361e-11 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 1 0 0 0 1 1 : 5.37623e-11 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 0 0 0 0 1 0 1 1 : 4.30246e-11 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 1 0 1 1 1 0 : 3.26015e-08 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 0 0 0 0 0 0 1 : 2.0041e-11 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 1 0 0 1 0 0 1 0 : 6.50391e-11 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999999 Background: 1 1 1 1 0 0 1 1 : 1
Individual: 0 1 0 1 0 0 1 1 : 3.00901e-05 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 0 0 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 0 0 1 1 1 0 0 1 : 1.68987e-07 Background: 1 1 1 1 0 0 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 0 0 1 1 0 0 : 4.41437e-11 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 0 0 1 1 0 0 1 : 4.98628e-11 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 0 0 1 0 1 1 0 : 7.29651e-07 Background: 1 1 1 0 0 0 1 1 : 1
Individual: 0 1 0 1 0 1 1 1 : 0.999999 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 0 1 0 1 1 : 0.999998 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 0 1 0 0 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 0 0 0 0 0 0 0 : 1.94902e-11 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 1 1 1 1 1 0 0 0 : 0.999997 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 1 0 0 1 0 0 1 0 : 6.50391e-11 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 0 0 0 0 1 1 1 1 : 3.49059e-08 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 1 0 0 0 1 1 1 0 : 2.97247e-08 Background: 1 1 0 0 1 1 1 1 : 1
Fitness: 0.359999 BgFitness: 0.999999
Average Fitness: 0.359999
FeatureNum: 3.9 BgFeatureNum: 6.48
Average Sum: 3.9
Number of individuals: 50
DataSet Size: 64
# Epoch TrnErr LrnRate
100 9.44939e-07 0.0540963
200 9.12431e-07 0.14632
300 8.4272e-07 0.395769
400 7.13481e-07 1.07048
500 5.28473e-07 2.89546
600 3.50086e-07 7.83167
700 2.37164e-07 21.1832
800 1.88601e-07 57.2966
900 1.49788e-07 154.977
1000 1.01006e-07 419.183
1000 1.01006e-07 419.183
Killed off 32 individuals
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 0 : 0.999998 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 0 : 0.999998 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999997 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 0 0 1 1 1 0 0 1 : 7.64231e-08 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 0 0 1 1 0 1 1 0 : 4.58439e-08 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 1 0 1 0 1 0 1 1 : 1 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999997 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 0 0 1 : 7.64231e-08 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 0 1 : 0.999984 Background: 1 1 1 0 1 0 0 1 : 1
Individual: 0 0 1 1 0 0 1 1 : 2.51847e-07 Background: 1 1 0 1 1 0 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 0 0 0 1 1 1 : 1
Individual: 0 1 0 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 0 1 0 1 1 0 0 : 9.53939e-08 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 0 : 1 Background: 1 1 1 1 0 0 0 1 : 0.999999
Individual: 0 1 1 1 1 0 0 1 : 0.999997 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 0 1 1 1 0 1 1 : 0.999999 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 0 1 0 0 0 1 1 : 2.35636e-11 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 0 1 1 1 0 1 1 : 0.999999 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999996 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 0 1 : 0.999984 Background: 0 1 1 1 1 1 0 0 : 0.999979
Individual: 1 1 0 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999996 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999995 Background: 0 1 1 1 0 1 0 1 : 0.999992
Individual: 1 0 1 0 0 1 1 1 : 0.999999 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999996 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 0 1 0 1 0 1 1 1 : 0.999999 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 0 1 0 0 0 1 1 : 2.39704e-06 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 0 1 1 0 1 1 0 : 4.58439e-08 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 0 0 1 1 0 0 1 1 : 2.51847e-07 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 1 1 0 1 0 0 1 : 2.95668e-07 Background: 1 0 0 1 1 1 0 1 : 0.999997
Individual: 0 1 1 1 1 0 1 0 : 0.999998 Background: 1 1 1 1 1 1 0 1 : 1
Fitness: 0.799999 BgFitness: 0.999999
Average Fitness: 0.799999
FeatureNum: 5.38 BgFeatureNum: 6.44
Average Sum: 5.38
Number of individuals: 50
DataSet Size: 20
# Epoch TrnErr LrnRate
100 1.48255e-06 0.030393
200 1.39301e-06 0.0822073
300 1.21027e-06 0.222355
400 9.37041e-07 0.60143
500 6.67548e-07 1.62676
600 4.62922e-07 4.40007
700 3.02133e-07 11.9014
800 1.85265e-07 32.191
900 1.08537e-07 87.0707
1000 5.98861e-08 235.51
1000 5.98861e-08 235.51
Killed off 10 individuals
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 0 : 3.18019e-07 Background: 1 0 1 1 1 1 0 0 : 0.999998
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 0 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 0 1 0 0 1 1 1 : 0.999991 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 0 1 1 0 1 1 1 0 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 0 : 0.999999 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 0 1 1 1 0 1 1 0 : 0.999999
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 0 1 0 1 1 1 0 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999992 Background: 1 1 1 0 0 1 1 0 : 0.999999
Individual: 0 0 1 1 0 1 1 1 : 0.999992 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 1 0 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 0 1 1 0 1 1 0 : 0.999997
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 0 1 1 0 : 0.999999
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 1 0 1 0 1 0 0 0 : 2.25752e-11 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 0 1 : 0.999996 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 0 1 0 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 0 1 1 0 1 : 1
Individual: 0 0 1 1 0 1 1 1 : 0.999992 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 1 1 0 1 1 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 1 0 1 0 1 0 1 1 : 0.999994 Background: 1 0 1 1 1 1 0 0 : 0.999998
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Fitness: 0.959999 BgFitness: 1
Average Fitness: 0.959999
FeatureNum: 6.06 BgFeatureNum: 6.38
Average Sum: 6.06
Number of individuals: 50
DataSet Size: 4
# Epoch TrnErr LrnRate
9 7.96709e-08 0.00774841
Killed off 2 individuals
Individual: 0 0 1 1 0 1 1 0 : 6.79206e-08 Background: 1 1 0 1 0 1 1 0 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 0 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 0 1 0 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 1 1 1 1 1 0 1 : 1
Individual: 0 1 0 1 0 1 1 1 : 1 Background: 0 0 0 1 1 1 1 1 : 0.999999
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 0 1 0 1 1 1 1 1 : 1 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 0 0 1 1 : 0.999998
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 0 0 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 0 1 1 1 1 0 1 : 0.999996 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 1 1 0 1 1 0 0 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 1 1 0 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 0 1 0 0 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Fitness: 0.98 BgFitness: 1
Average Fitness: 0.98
FeatureNum: 6.32 BgFeatureNum: 6.68
Average Sum: 6.32
Number of individuals: 50
DataSet Size: 2
# Epoch TrnErr LrnRate
1 3.40643e-08 0.0202
Killed off 1 individuals
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 0 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 0 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 0 1 1 0 1 0 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 0 0 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 0 1 1 0 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 0 1 0 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 1 1 0 0 1 1 0 : 0.999999
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 0 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 0 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 0 1 0 1 1 1 1 : 0.999994
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Fitness: 1 BgFitness: 1
Average Fitness: 1
FeatureNum: 6.32 BgFeatureNum: 6.42
Average Sum: 6.32
Number of individuals: 50
DataSet Size: 0
Killed off 0 individuals
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 0 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 0 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 0 1 1 1 0 0 1 1 : 0.999998
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 1 0 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999999 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 0 1 0 0 1 1 : 7.20038e-07 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 0 1 0 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 0 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999998 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 0 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999999 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 0 1 0 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Fitness: 0.98 BgFitness: 1
Average Fitness: 0.98
FeatureNum: 6.16 BgFeatureNum: 6.52
Average Sum: 6.16
Number of individuals: 50
DataSet Size: 2
# Epoch TrnErr LrnRate
100 3.5796e-07 0.0540963
200 3.52324e-07 0.14632
300 3.37973e-07 0.395769
400 3.04655e-07 1.07048
500 2.41442e-07 2.89546
600 1.56834e-07 7.83167
700 8.32891e-08 21.1832
800 3.88677e-08 57.2966
900 1.71781e-08 154.977
1000 7.5119e-09 419.183
1000 7.5119e-09 419.183
Killed off 1 individuals
Individual: 0 1 0 1 0 0 1 1 : 1.49222e-08 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999828 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 0 0 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999828 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 0 1 1 1 1 1 0 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 1 0 0 1 1 1 1 : 0.999995
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 1 0 0 1 1 1 1 : 0.999995
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 0 1 0 1 1 1 1 : 1
Individual: 0 0 1 1 1 1 1 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 0 0 0 1 : 0.999953
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 0 1 0 0 1 1 1 : 0.999835
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 0 1 1 1 0 1 1 : 0.999713
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 0 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 0 1 1 0 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 0 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999828 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 1 1 1 0 1 1 0 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 0 1 1 1 1 1 1 0 : 1
Individual: 1 1 0 1 1 1 0 1 : 1 Background: 0 1 1 1 0 1 1 0 : 0.999982
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.99997 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Fitness: 0.979986 BgFitness: 0.999989
Average Fitness: 0.979986
FeatureNum: 6.04 BgFeatureNum: 6.74
Average Sum: 6.04
Number of individuals: 50
DataSet Size: 2
# Epoch TrnErr LrnRate
15 7.382e-09 0.0232194
Killed off 1 individuals
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 0 1 1 0 1 1 1 : 0.999555
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999824 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 0 0 : 1 Background: 1 0 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 0 0 1 1 0 0 1 1 : 2.28527e-09 Background: 1 1 1 1 0 0 0 1 : 0.999952
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 0 1 0 1 1 1 1 1 : 1
Individual: 1 1 0 1 1 0 0 1 : 0.999996 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 1 0 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 0 1 0 1 : 0.999983
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 0 1 1 0 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999824 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999824 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 1 1 0 1 0 1 : 1
Individual: 1 0 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 0 0 1 0 1 1 : 0.999994
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 0 1 1 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999824 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 1 0 0 : 0.999991
Individual: 0 1 1 1 1 1 0 0 : 0.999996 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 0 0 1 0 0 1 1 : 1.21914e-11 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 0 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 1 0 1 1 1 0 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999824 Background: 1 1 0 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
Individual: 0 1 1 1 0 1 1 0 : 0.999982 Background: 0 1 0 0 1 1 1 1 : 0.999995
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 0 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 0 1 1 1 1 1 0 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 0 1 0 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 0.999969 Background: 1 1 1 0 1 1 0 1 : 1
Fitness: 0.959976 BgFitness: 0.999989
Average Fitness: 0.959976
FeatureNum: 5.94 BgFeatureNum: 6.42
Average Sum: 5.94
Number of individuals: 50
DataSet Size: 4
# Epoch TrnErr LrnRate
100 9.088e-07 0.0540963
200 8.33096e-07 0.14632
300 6.82255e-07 0.395769
400 4.64152e-07 1.07048
500 2.5767e-07 2.89546
600 1.2454e-07 7.83167
700 5.72157e-08 21.1832
800 2.70754e-08 57.2966
900 1.45032e-08 154.977
1000 9.06718e-09 419.183
1000 9.06718e-09 419.183
Killed off 2 individuals
Individual: 0 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 0 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 0 1 1 1 1 0 : 1
Individual: 1 1 1 1 1 0 1 1 : 1 Background: 1 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 0 0 1 1 : 0.999997 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 1 0 0 1 0 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 1 Background: 1 1 1 1 0 1 1 0 : 1
Individual: 1 1 1 1 1 1 1 1 : 1 Background: 0 0 1 1 0 1 1 1 : 0.999994
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 0 0 1 : 0.999999
Individual: 1 1 1 1 0 0 1 1 : 1 Background: 1 1 1 1 1 0 1 0 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 0 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 1 1 : 1 Background: 0 1 1 1 1 0 1 1 : 1
Individual: 1 0 1 1 0 1 1 1 : 1 Background: 0 1 1 0 1 1 1 1 : 1
Individual: 0 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 0 1 1 1 1 0 : 1
Individual: 1 1 0 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 0 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 0 : 1 Background: 1 1 1 1 1 1 0 1 : 1
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# Epoch TrnErr LrnRate
100 6.69332e-06 0.0540963
200 2.54579e-06 0.14632
300 1.01128e-06 0.395769
400 4.11616e-07 1.07048
500 1.70731e-07 2.89546
600 7.21058e-08 7.83167
700 3.10376e-08 21.1832
800 1.36475e-08 57.2966
900 6.16106e-09 154.977
1000 2.89317e-09 419.183
1000 2.89317e-09 419.183
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Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
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Average Fitness: 0.999914
FeatureNum: 6.46 BgFeatureNum: 6.6
Average Sum: 6.46
Number of individuals: 50
DataSet Size: 0
Killed off 0 individuals
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Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 0 1 1 0 1 : 1
Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 1 1 0 : 1
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Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 0 1 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 0 1 1 1 0 1 : 1
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Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 0 0 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 1 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
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Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 1 0 1 1 : 1
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Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 0 1 1 1 0 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
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Individual: 1 1 1 1 1 1 1 1 : 1 Background: 1 1 1 1 1 1 0 1 : 1
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Individual: 1 1 1 1 1 0 0 1 : 1 Background: 1 1 0 1 1 1 1 1 : 1
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Fitness: 0.959925 BgFitness: 0.999909
Average Fitness: 0.959925
FeatureNum: 6.46 BgFeatureNum: 6.62
Average Sum: 6.46
Number of individuals: 50
DataSet Size: 4
# Epoch TrnErr LrnRate
7 1.20098e-09 0.0214427
Killed off 2 individuals
Individual: 1 1 1 1 1 1 0 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 0 0 1 : 1
Individual: 1 1 1 1 0 1 1 1 : 1 Background: 1 0 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 0 1 1 1 : 1 Background: 1 1 1 1 1 1 1 1 : 1
Individual: 0 1 1 1 1 1 0 1 : 1 Background: 1 1 1 1 0 1 1 1 : 1