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Counterfactual Explanation

Returns a contrastive argument that permits to achieve the desired class, e.g., “to obtain this loan, you need XXX of annual revenue instead of the current YYY”

Papers

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Very fast, approximate counterfactual explanations for decision forests0
Weak Robust Compatibility Between Learning Algorithms and Counterfactual Explanation Generation Algorithms0
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