Why Study a Weak Baseline System?
Question: Why is it useful to examine a simple baseline system even when it performs poorly compared with your best possible model?
Sample answer: Studying a weak baseline helps reveal which parts of the problem are limiting performance, so you can decide where effort is most likely to produce the biggest gain.
Key points:
- Shows how the current system behaves and where it fails
- Helps prioritize the most valuable improvements
Rubric: The answer must explain that analyzing the basic system gives clues or information that help identify the most promising areas for further work or improvement.
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