Table 2.
Training and validation loss
| Training | Validation | ||||||
|---|---|---|---|---|---|---|---|
| Dropout | Learning rate | MSE | MAE | MAPE | MSE | MAE | MAPE |
| 0.7 | 0.01 | 151.127 | 7.4348 | 597.8169 | 58.9223 | 5.5655 | 369.3281 |
| 0.7 | 0.001 | 49.6714 | 5.0131 | 393.4241 | 48.0598 | 5.2879 | 146.3218 |
| 0.7 | 0.003 | 40.8036 | 4.6676 | 347.9123 | 45.57 | 5.1772 | 187.84 |
| 0.7 | 0.0005 | 55.1239 | 5.258 | 282.2506 | 42.2396 | 4.7951 | 244.6641 |
| 0.75 | 0.01 | 247.2195 | 9.4761 | 972.0759 | 43.9481 | 4.3682 | 198.3117 |
| 0.75 | 0.001 | 53.3548 | 5.0557 | 316.7048 | 56.1926 | 5.9527 | 212.3215 |
| 0.75 | 0.003 | 35.02 | 4.2867 | 262.8361 | 43.0999 | 5.1461 | 122.87 |
| 0.75 | 0.0005 | 35.1473 | 4.294 | 406.3161 | 51.8677 | 5.4012 | 126.1631 |