Interpretability Evaluation Metrics

Counterfactual Fidelity

Specific measure evaluating the quality of counterfactual explanations in terms of the minimality of required changes and the plausibility of generated scenarios. This metric ensures that the proposed counterfactuals are realistic and actionable.

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