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Table 1 Performance (AUC) results of 20 different CNN models

From: 2-D chemical structure image-based in silico model to predict agonist activity for androgen receptor

Learning Rate

L2 regularization factor

AUC

Epocha

10−3

0.4

0.881

200

0.6

0.908

50

0.8

0.861

195

1.0

0.915

85

1.2

0.848

51

10−4

0.4

0.893

10

0.6

0.880

70

0.8

0.909

31

1.0

0.905

32

1.2

0.895

137

10−5

0.4

0.861

76

0.6

0.899

84

0.8

0.887

68

1.0

0.881

75

1.2

0.894

46

10−6

0.4

0.878

500

0.6

0.871

494

0.8

0.876

463

1.0

0.902

429

1.2

0.867

469

  1. aEpoch number at which the highest AUC was obtained