Table 20 Models’ performance scores based on Sungai Klang test set.
Model | MAE | RMSE | R2 | Rank (MAE) | Rank (RMSE) | Rank (R2) | RM |
|---|---|---|---|---|---|---|---|
SVR1 | 3.8143 | 6.7184 | − 0.0712 | 1 | 2 | 2 | 1.67 |
SVR2 | 3.9975 | 6.8580 | − 0.1162 | 3 | 3 | 3 | 3.00 |
SVR3 | 3.8568 | 6.6737 | − 0.0570 | 2 | 1 | 1 | 1.33 |
ANN1 | 5.2573 | 7.5966 | − 0.3696 | 5 | 5 | 8 | 6.00 |
ANN2 | 5.0754 | 7.4943 | − 0.3329 | 4 | 4 | 6 | 4.67 |
ANN3 | 6.0143 | 8.1951 | − 0.5939 | 6 | 9 | 9 | 8.00 |
LSTM1 | 6.7049 | 7.8051 | − 0.3499 | 9 | 8 | 7 | 8.00 |
LSTM2 | 6.4877 | 7.6416 | − 0.2939 | 8 | 7 | 5 | 6.67 |
LSTM3 | 6.4529 | 7.6092 | − 0.2830 | 7 | 6 | 4 | 5.67 |
