Counterfactuals

A counterfactual explanation shows what should have been different to change the decision of an AI system. For example, a counterfactual explanation could be a local explaination of a certain istance by providing the nearest istances that lead to a different decision or describing a small change in the input of the model that lead to a change in the outcome of the model.

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