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  • Variance (Informal Definition)

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Reversing the training and test sets preserves the informal variance definition.

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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
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References


  • Machine Learning Yearning (Deeplearning.ai)

  • Machine Learning Yearning (Deeplearning.ai)

  • Machine Learning Yearning (Deeplearning.ai)

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Machine Learning

Deep Learning

Supervised Learning

Dive into Deep Learning @ D2L

Data Science

Machine Learning Strategy

Machine Learning Yearning @ DeepLearning.AI

Related
  • Which comparison informally describes an algorithm's variance?

  • Variance informally concerns a dev-or-test versus training performance gap.

  • Variance is how much worse performance is on the test set than on the _____ set.

  • Match each term to its role in the informal definition of variance.

  • Order the reasoning steps used to identify informal variance.

  • Explain why informal variance requires comparing two kinds of performance.

  • Diagnose what a training-to-dev performance decline represents.

  • What does the word “worse” indicate in the informal variance comparison?

  • Which observation supplies the information needed to interpret variance informally?

  • Reversing the training and test sets preserves the informal variance definition.

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