Predicting shared-car use and examining nonlinear effects using gradient boosting regression trees

[1 ]School of Naval Architecture, Ocean & Civil Engineering, Shanghai Jiao Tong University, Shanghai, China

[2 ]Department of Civil and Environmental Engineering, University of Maryland, College Park, MD, USA

[3 ]Department of Planning, Chengdu Institute of Planning & Design, Chengdu, China