Name the three uses of the entire dev set under the small-set recommendation.
Question: When the entire dev set serves as the Eyeball dev set, what three activities can it support? Answer in one to three sentences.
Sample answer: It can support manual error analysis, model selection, and hyperparameter tuning.
Key points:
- Manual error analysis
- Model selection
- Hyperparameter tuning
Rubric: The answer should identify all three activities. Give partial credit for naming one or two correctly.
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Related
What should you do when the dev set is too small to divide into separate subsets?
A dev set that is too small to split can still support all three named development activities.
If the dev set cannot be split, use the _____ dev set as the Eyeball dev set.
Match each source element to its role in the small-dev-set recommendation.
Order the reasoning for handling a dev set that may be too small to split.
Explain why an undivided small dev set can serve as the Eyeball dev set.
Decide how a team should use a dev set that is too small to divide.
Name the three uses of the entire dev set under the small-set recommendation.
Which development plan best follows the recommendation for an unsplittable dev set?
Using the full small dev set as an Eyeball dev set excludes hyperparameter tuning.