You need to explain how you would validate that an analysis or model evaluation is accurate and reliable before stakeholders use it. Focus on how you would check metric quality, validate assumptions, and confirm that the reported results can be trusted.
Whether the candidate goes beyond overall accuracyWhether they use precision, recall, and confusion matrix appropriatelyWhether they mention validation design and leakage checksWhether they connect evaluation quality to business impact