The forecast of ship traffic flow can effectively improve the ability of channel management. One of the difficulties of forecasting lies in the non-linear characteristics of traffic flow distribution ...

Nature. Decision Tree: A single decision tree structure used in making decisions based on features of the dataset. Random Forest: An ensemble of multiple decision trees that combine the output for ...