Explaining Road Crash Severity with Machine Learning: A Predictive and Interpretable Framework

Computer Science

• Random Forest Classifier 100%
• Decision Tree Classifier 100%
• Machine Learning 100%
• Learning System 100%
• Interpretability 50%
• Explainable Artificial Intelligence 50%
• Ensemble Learning 50%
• Characteristic Curve 50%
• Sampling Technique 50%
• Predictive Performance 50%
• Class Imbalance 50%
• Confusion Matrix 50%
• SHapley Additive exPlanation 50%
• Model Evaluation 50%

Social Sciences

• Decision Tree 100%
• Random Forest 100%
• Machine Learning 100%
• Learning System 100%
• Model Evaluation 50%
• Transport Safety 50%
• Transport 50%
• UK 50%
• Minority Groups 50%
• Explainable Artificial Intelligence 50%

Psychology

• Explainable Artificial Intelligence 100%