Matheus Francelino Bezerra da Silva

Actionable Explainable AI for Credit Risk: A SAFE-AI Framework Integrating SHAP and Counterfactual Explanations with DiCE

An actionable explainable AI framework for credit risk that combines an eXtreme Gradient Boosting classifier with Shapley Additive Explanations (SHAP) and Diverse Counterfactual Explanations (DiCE) organized under the Situation Awareness Framework for Explainable AI (SAFE-AI).