What is the difference between interpolation and extrapolation in predictive modeling?

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Machine Learning — Medium

What is the difference between interpolation and extrapolation in predictive modeling?

Key points

  • Interpolation predicts within training data range
  • Extrapolation predicts outside training data range
  • Extrapolation can be unreliable due to lack of observed patterns

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