Data & IT
Pocket
Evaluating Learning Algorithms
Nathalie Japkowicz • Mohak Shah • Nathalie Japkowicz • Mohak Shah
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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.
- Format: Pocket/Paperback
- ISBN: 9781107653115
- Språk: Engelska
- Antal sidor: 424
- Utgivningsdatum: 2014-03-06
- Förlag: Cambridge University Press