Evaluating Learning Algorithms
Mohak (Praescivi Advisors) Shah, Nathalie (American University, Washington DC) Japkowicz
Cambridge University Press, 2011
210,25 €On orderDelivery: 2-3 weeks
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.
- ISBN-13
- 9780521196000
- ISBN-10
- 0521196000
- Publisher
- Cambridge University Press
- Year
- 2011
- Publication date
- 2011-01-17
- Pages
- 424
- Dimensions
- 235x164x27
- Weight
- 720