FAMeX creates a graph of feature associations to explain AI classification decisions and outperforms SHAP and permutation feature importance on eight benchmark datasets.
(2020).Explaining Predictive Models with Mixed Features Using Shapley Values and Conditional Inference Trees
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A New Technique for AI Explainability using Feature Association Map
FAMeX creates a graph of feature associations to explain AI classification decisions and outperforms SHAP and permutation feature importance on eight benchmark datasets.