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Dataset Shift in Machine Learning

About Dataset Shift in Machine Learning

An overview of recent efforts in the machine learning community to deal with dataset and covariate shift, which occurs when test and training inputs and outputs have different distributions.

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  • Language:
  • English
  • ISBN:
  • 9780262170055
  • Binding:
  • Hardback
  • Pages:
  • 248
  • Published:
  • December 11, 2008
  • Dimensions:
  • 261x210x21 mm.
  • Weight:
  • 704 g.
Delivery: 2-4 weeks
Expected delivery: December 19, 2024

Description of Dataset Shift in Machine Learning

An overview of recent efforts in the machine learning community to deal with dataset and covariate shift, which occurs when test and training inputs and outputs have different distributions.

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