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From SHAP Scores to Feature Importance Scores
The importance of this task of explainability by feature attribution is illustrated by the ubiquitous recent use of tools such as SHAP and LIME.
Explainable artificial intelligence
Explainable Artificial Intelligence (XAI)
+2
On Correcting SHAP Scores
Recent work uncovered examples of classifiers for which SHAP scores yield misleading feature attributions.
