Table 3 Performance analysis between proposed ANN Model and sensitivity model
From: ANN based short-term traffic flow forecasting in undivided two lane highway
Model/parameter | Minimum MSE (T) | Final MSE (T) | Minimum MSE (X) | Final MSE (X) | MSE (Y) | NMSE (Y) | MAE (Y) | r (Y) (%) |
|---|---|---|---|---|---|---|---|---|
Proposed model | 3.67E−05 | 3.67E−05 | 0.00047 | 0.00289 | 0.81655 | 0.00840 | 0.7711 | 99.8 |
Sensitivity based model | 9.46E−05 | 9.46E−05 | 0.00040 | 0.00095 | 0.91439 | 0.00941 | 0.6876 | 99.5 |