Zi-Yu Cao

Traffic Accident Severity Prediction Based on Multi-Model Comparison

Results show that the tree-based ensemble models Random Forest and XGBoost outperform Logistic Regression and MLP in terms of overall predictive performance, with XGBoost exhibiting better overall performance.