Enhance the performance of navigation: A two-stage machine learning approach

no code implementations • 2 Apr 2020 • Yimin Fan, Zhiyuan Wang, Yuanpeng Lin, Haisheng Tan

We model the traffic flow as a time series and apply XGBoost algorithm to get accurate predictions on future traffic conditions(1st stage).

BIG-bench Machine Learning Ensemble Learning +2