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 |