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 |