Precision and Recall
A medium Python mock interview question on DataDriven, with an AI interviewer who asks follow-up questions and a hire or no-hire decision at the end.
- Domain
- Python
- Difficulty
- medium
- Seniority
- L5
Interview Prompt
An analyst no longer trusts the precision and recall a fraud classifier's dashboard reports, and wants both recomputed straight from the raw 0/1 labels in `actual` and `predicted`.
Summary
Precision and recall. Both matter.
How This Interview Works
- Read the vague prompt (just like a real interview)
- Ask clarifying questions to the AI interviewer
- Write and run your Python against test cases
- Answer the interviewer's follow-up questions, then get a hire or no-hire decision