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

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


Forlag: Cambridge University Press

  • Type: Bog
  • Format: Paperback / softback
  • Sprog: Engelsk Sprog: Engelsk
  • ISBN-13: 9781107653115
  • 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

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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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