Table 13. AUC, Recall (Rec), Specificity (Spe), Precision (Pre) and F1-score (F1) for each of the optimizers corresponding to the learning rates.
Op | LR | AUC | Rec | Spe | Pre | F1 |
---|---|---|---|---|---|---|
Adam | 0.001 | 98.65 | 99.11 | 98.05 | 98.94 | 99.02 |
0.0001 | 97.93 | 98.55 | 97.60 | 98.35 | 98.45 | |
Nadam | 0.001 | 98.26 | 98.84 | 97.82 | 98.54 | 98.69 |
0.0001 | 97.61 | 98.21 | 97.26 | 98.11 | 98.16 | |
Adamax | 0.001 | 97.39 | 98.01 | 97.11 | 97.87 | 97.94 |
0.0001 | 97.33 | 97.85 | 96.83 | 97.63 | 97.74 |