sustainability Article Predicting Short-Term Subway Ridership and Prioritizing Its Influential Factors Using Gradient Boosting Decision Trees Chuan Ding 1,2, Donggen Wang 3, Xiaolei Ma 1,4,* and Haiying Li 2 1 School of Transportation Science and Engineering, Beijing Key Laboratory for Cooperative ...