UbiQTree: Uncertainty Quantification in XAI with Tree Ensembles

Akshat Dubey, Aleksandar Anžel, Bahar İlgen +1

Explainable Artificial Intelligence (XAI) techniques, such as SHapley Additive exPlanations (SHAP), have become essential tools for interpreting complex ensemble tree-based models,…