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  • Training Error Is Usually Lower Than Dev Error

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The dev-error curve usually lies strictly above the training-error curve.

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Updated 2026-07-20

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Gemini AI
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Google
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References


  • Machine Learning Yearning (Deeplearning.ai)

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Machine Learning

Deep Learning

Supervised Learning

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Machine Learning Yearning @ DeepLearning.AI

Related
  • Which relationship between training and dev error is usual for a learning algorithm?

  • The dev-error curve usually lies strictly above the training-error curve.

  • The algorithm usually has lower error on the _____ set.

  • Match each element of the error plot to its usual interpretation.

  • Order the reasoning that predicts the usual positions of the two error curves.

  • Explain why the dev-error curve is usually above the training-error curve.

  • Diagnose a plot where the red dev-error curve stays above the blue training-error curve.

  • What does a dev-error curve above the training-error curve indicate?

  • How should the two curves usually be positioned when blue denotes training error and red denotes dev error?

  • A plot with training error strictly above dev error displays the usual relationship.

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