Machine Learning Evaluation: Towards Reliable and Responsible AI - Japkowicz, Nathalie (American University, Washington DC) - Books - Cambridge University Press - 9781316518861 - November 21, 2024
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Japkowicz, Nathalie (American University, Washington DC)
Machine Learning Evaluation: Towards Reliable and Responsible AI

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This accessible, comprehensive guide is aimed at students, practitioners, engineers, and users. The emphasis is on building robust, responsible machine learning products incorporating meaningful metrics, rigorous statistical analysis, fair training sets, and explainability. Implementations in Python and sklearn are available on the book's website.

420 pages, Worked examples or Exercises

Media Books     Hardcover Book   (Book with hard spine and cover)
Released November 21, 2024
ISBN13 9781316518861
Publishers Cambridge University Press
Pages 426
Dimensions 177 × 251 × 30 mm   ·   904 g
Language English  

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