In order to predict the freight volume, [7] proposes 6 prediction methods, including time series method (TSM), regression methods(RM), gray method (GM), artificial neural networks(ANN) , fractal method(FM) and maximum entropy method(MEM). Neverthe-less, this paper devotes to comparing regression methods and then forecasting the freight volume.