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

ML Concept: 4-5 minutes to answer

evaluationmetricsmust-know
Updated Dec 20, 2025

Question

Question

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

Understanding these metrics is essential for any ML engineer.

Expected time to answer: 4-5 minutes


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