Table 3.
Comparison of different activation functions.
| Type | ReLU | Elu | Swish | Selu | Leaky ReLU |
|---|---|---|---|---|---|
| Batch size | 16 | 16 | 16 | 16 | 16 |
| Epochs | 200 | 200 | 200 | 200 | 200 |
| Acc% | 97.75 | 98.83 | 98.75 | 98.25 | 99.33 |
| Pre% | 97.78 | 98.88 | 98.78 | 98.26 | 99.36 |
| Rec% | 97.76 | 98.84 | 98.76 | 98.26 | 99.34 |
| F1% | 97.77 | 98.86 | 98.77 | 98.26 | 99.35 |