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Precision and Recall

A medium Python mock interview question on DataDriven. Practice with AI-powered feedback, real code execution, and a hire/no-hire decision.

Domain
Python
Difficulty
medium
Seniority
senior

Interview Prompt

Our ML model evaluation pipeline needs precision and recall metrics computed inline. Given equal-length lists of actual and predicted binary labels, return a dict with 'precision' and 'recall' values. Handle zero-denominator cases by returning 0.0.

How This Interview Works

  1. Read the vague prompt (just like a real interview)
  2. Ask clarifying questions to the AI interviewer
  3. Write your python solution with real code execution
  4. Get instant feedback and a hire/no-hire decision