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Explain precision, recall, and F1 score. When to optimize for which?

ML Concept: 4-5 minutes to answer

evaluationmetricsmust-knowcategory:ml_frameworks
Updated Jan 18, 2026

Question

Question

Explain precision, recall, and F1 score. When to optimize for which?

Expected time to answer: 4-5 minutes

Difficulty: fundamental

Why This Is Asked: Tests understanding of classification metrics and business-driven metric selection

Tags: evaluation metrics must-know


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