Andrej Bednařík

Model Transparency: Integrating XGBoost with SHAP for Explainable Machine Learning

2025 · Open MIND

This paper examines integrating the XGBoost algorithm with SHAP values to balance predictive performance and model interpretability. XGBoost is widely recognized for its high accuracy and efficiency, yet its ensemble structure makes the internal decision-making …