Evaluating Learning Algorithms: A Classification Perspective (Bog, Paperback / softback, Engelsk)
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Evaluating Learning Algorithms: A Classification Perspective

(Bog, Paperback / softback, Engelsk)
Forfattere: Nathalie (American University Japkowicz, Mohak (Praescivi Advisors) Shah
Evaluating Learning Algorithms: A Classification Perspective
Forlag: Cambridge University Press

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Beskrivelse

This book gives a solid basis for conducting performance evaluations of learning algorithms in practical settings with an emphasis on classification algorithms. The authors describe several techniques designed to deal with performance measures and methods, error estimation or re-sampling techniques, statistical significance testing, data set selection and evaluation benchmark design.

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Forlag Cambridge University Press
Forfattere Nathalie (American University Japkowicz, Mohak (Praescivi Advisors) Shah
Type Bog
Format Paperback / softback
Sprog Engelsk
Udgivelsesdato 06-03-2014
Første udgivelsesår 2014
Illustrationer 45 Tables, unspecified; 3 Halftones, unspecified; 37 Line drawings, unspecified
Originalsprog United Kingdom
Sideantal 424
Indbinding Paperback / softback
Forlag Cambridge University Press
Sideoplysninger 424 pages, 45 Tables, unspecified; 3 Halftones, unspecified; 37 Line drawings, unspecified
Mål 234 x 147 x 23
ISBN-13 / EAN-13 9781107653115