Statistical Modeling Technique | Datasets | Root Mean Square Error | Mean Absolute Error |
---|---|---|---|
General Additive Modeling (GAM) | Meteorological Factors (MF) | 0.33 | 0.27 |
Lagged MF (LG) | 0.22 | 0.17 | |
Seasonal Autoregressive Integrated Moving Average (SARIMAX) | Meteorological Factors (MF) | 0.42 | 0.39 |
Lagged MF (LG) | 0.31 | 0.27 | |
Random Forest (RF) | Meteorological Factors (MF) | 0.29 | 0.23 |
Lagged MF (LG) | 0.21 | 0.15 | |
Gradient Boosting (GB) | Meteorological Factors (MF) | 0.30 | 0.24 |
Lagged MF (LG) | 0.23 | 0.17 |