Data-Driven Approach to Analyzing Factors Influencing Construction Accident Severity Using SHAP Analysis

Abstract

AbstractDespite advances in construction safety research, existing studies face critical limitations, including severe data imbalance in accident severity classification and lack of interpretable machine-learning models for factor contribution analysis. ...