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Questions related to the Locally Interpretable Model-Agnostic Explanations (LIME) method of explaining black-box machine learning models.

39 votes
1 answer
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Comparison between SHAP (Shapley Additive Explanation) and LIME (Local Interpretable Model-A...

Since SHAP was developed after LIME, I assume it fills on some gaps which LIME fails to address. What are those? … This property sets the Shapley value apart from other methods like LIME. LIME does not guarantee to perfectly distribute the effects. …
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