Evaluating Learning Algorithms: A Classification Perspective - Japkowicz, Nathalie (American University, Washington DC) - Books - Cambridge University Press - 9781107653115 - March 6, 2014
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Evaluating Learning Algorithms: A Classification Perspective

Japkowicz, Nathalie (American University, Washington DC)

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Evaluating Learning Algorithms: A Classification Perspective

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     Paperback Book   (Book with soft cover and glued back)
Released March 6, 2014
ISBN13 9781107653115
Publishers Cambridge University Press
Pages 424
Dimensions 147 × 234 × 23 mm   ·   660 g
Language English  
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