Responsible AI dashboard: which component answers which question

This sheet compares Error analysis, Fairness assessment, Data analysis, Model interpretability, Counterfactual what-if.

CriterionError analysisFairness assessmentData analysisModel interpretabilityCounterfactual what-if
AnswersWhere is the error rate worst?Do groups get different performance?Is the dataset over/under-represented?Which features drive predictions?What smallest change flips this decision?

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