Evaluating Learning Algorithms: A Classification Perspective - Japkowicz, Nathalie (American University, Washington DC) - Books - Cambridge University Press - 9780521196000 - January 17, 2011
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Japkowicz, Nathalie (American University, Washington DC)
Evaluating Learning Algorithms: A Classification Perspective

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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.

424 pages, 40 b/w illus. 45 tables

Media Books     Hardcover Book   (Book with hard spine and cover)
Released January 17, 2011
ISBN13 9780521196000
Publishers Cambridge University Press
Pages 424
Dimensions 164 × 235 × 27 mm   ·   720 g
Language English  

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