Table 8: Traffic flow forecasting performances of different approaches.

MethodError type
MAERMSEMSEMAPE

Single ANN20.4623.39547.34266.59

Combined ANN
 Averaged16.6021.32454.45186.23
 MAE weighted16.5321.02441.86186.41
 RMSE weighted16.4420.54421.84204.37
 MSE weighted18.1722.31497.88187.39

Combined ANN-LIN.REG.
 MAE weighted10.2113.00168.67102.84
 RMSE weighted10.2212.39153.4198.40
 MSE weighted9.6711.35128.84105.95
ARIMA47.2024.00575.83389.60