Machine Learning Evaluation: Towards Reliable and Responsible AI (Bog, Hardback, Engelsk)
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Machine Learning Evaluation: Towards Reliable and Responsible AI

(Bog, Hardback, Engelsk)
Forfattere: Nathalie (American University Japkowicz, Zois (American University Boukouvalas
Machine Learning Evaluation: Towards Reliable and Responsible AI
Forlag: Cambridge University Press

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Beskrivelse

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.

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Alle detaljer

Forlag Cambridge University Press
Forfattere Nathalie (American University Japkowicz, Zois (American University Boukouvalas
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 21-11-2024
Første udgivelsesår 2024
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 426
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 426 pages, Worked examples or Exercises
Mål 251 x 177 x 30
ISBN-13 / EAN-13 9781316518861