Evaluating Learning Algorithms : A Classification Perspective
Book Details
Format
Hardback or Cased Book
ISBN-10
0521196000
ISBN-13
9780521196000
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jan 17th, 2011
Print length
424 Pages
Weight
720 grams
Dimensions
23.50 x 16.40 x 2.70 cms
Product Classification:
Machine learningPattern recognition
AI Summary
Ksh 25,000.00
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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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