Jinyang Gao

Research on accident risk prediction and grade classification of horizontal curve sections of expressways based on SHAP-SVR model

Conventional prediction models used in expressway risk-assessment systems often provide insufficient support for identifying and classifying crash-prone road segments. This study develops an interpretable framework integrating SHAP with support vector regression (SHAP–SVR) to pre...