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  • Using the Entire Dev Set as the Eyeball Dev Set When It Is Too Small to Split

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Order the reasoning for handling a dev set that may be too small to split.

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Updated 2026-07-20

Contributors are:

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Gemini AI
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Who are from:

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Google
🏆 2

References


  • Machine Learning Yearning (Deeplearning.ai)

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Supervised Learning

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Machine Learning Strategy

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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.

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