Table 19 Models’ performance scores based on Sungai Dungun test set.
Model | MAE | RMSE | R2 | Rank (MAE) | Rank (RMSE) | Rank (R2) | RM |
|---|---|---|---|---|---|---|---|
SVR1 | 22.0572 | 53.9440 | 0.8516 | 6 | 3 | 3 | 4.00 |
SVR2 | 21.1469 | 54.2140 | 0.8501 | 5 | 4 | 4 | 4.33 |
SVR3 | 20.7256 | 54.6478 | 0.8477 | 4 | 5 | 5 | 4.67 |
ANN1 | 18.8022 | 51.8025 | 0.8631 | 1 | 1 | 1 | 1.00 |
ANN2 | 18.9638 | 52.5147 | 0.8593 | 2 | 2 | 2 | 2.00 |
ANN3 | 20.3061 | 55.4433 | 0.8432 | 3 | 6 | 6 | 5.00 |
LSTM1 | 29.1170 | 76.3889 | 0.7024 | 7 | 7 | 7 | 7.00 |
LSTM2 | 29.8838 | 76.7408 | 0.6997 | 8 | 9 | 9 | 8.67 |
LSTM3 | 30.0394 | 76.4696 | 0.7018 | 9 | 8 | 8 | 8.33 |
