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Evaluating Learning Algorithms

By: Washington DC) Japkowicz Nathalie (American University (Author) , Montreal) Shah Mohak (McGill University (Author)

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Ksh 29,050.00

Format: Hardback or Cased Book

ISBN-13: 9780521196000

Publisher: Cambridge University Press

Publication Date: Jan 17th, 2011

Weight: 720 grams

Dimension: 23.50 x 16.40 x 2.70 cms

Category: Machine learning

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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.

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