Table 4.
The performance evaluation based on different learning rates.
| Learning rate (first 10 epochs) | Learning rate (second 10 epochs) | Weight decay value | Accuracy (%) |
|---|---|---|---|
| 10−3 | 10−4 | 10−3 | 93.21 |
| 10−3 | 10−4 | 10−2 | 93.37 |
| 10−3 | 10−5 | 10−3 | 94.29 |
| 10−3 | 10−5 | 10−2 | 94.42 |
| 10−4 | 10−5 | 10−3 | 94.81 |
| 10−4 | 10−5 | 10−2 | 94.93 |
| 10−5 | 10−6 | 10−3 | 95.14 |
| 10−5 | 10−6 | 10−2 | 95.59 |
| 10−5 | 10−5 | 10−3 | 94.98 |
| 10−5 | 10−5 | 10−2 | 95.08 |