TABLE 3.
Tuning of the hyper-parameters.
| Activation function | Patch |
Top number |
|
| 5 | 3 | ||
| softmax | 100 | 0.79 | 0.73 |
| 150 | 0.82 | 0.75 | |
| 200 | 0.82 | 0.78 | |
| relu | 100 | 0.81 | 0.74 |
| 150 | 0.84 | 0.78 | |
| 200 | 0.83 | 0.80 | |
| tanh | 100 | 0.73 | 0.6 |
| 150 | 0.76 | 0.67 | |
| 200 | 0.77 | 0.69 | |
Tuning of the hyper-parameters.
| Activation function | Patch |
Top number |
|
| 5 | 3 | ||
| softmax | 100 | 0.79 | 0.73 |
| 150 | 0.82 | 0.75 | |
| 200 | 0.82 | 0.78 | |
| relu | 100 | 0.81 | 0.74 |
| 150 | 0.84 | 0.78 | |
| 200 | 0.83 | 0.80 | |
| tanh | 100 | 0.73 | 0.6 |
| 150 | 0.76 | 0.67 | |
| 200 | 0.77 | 0.69 | |