Can you describe what precision and recall are?
Instruction: Explain the concepts of precision and recall in the context of classification problems.
Context: This question tests the candidate's understanding of evaluation metrics for classification models.
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One example I would use is this: Precision tells you, out of the cases the model predicted as positive, how many were actually positive...