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Combining Pattern Classifiers: Methods and Algorithms by Ludmila I. Kuncheva (En
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eBay item number:386867943656
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- ISBN-13
- 9781118315231
- Book Title
- Combining Pattern Classifiers
- ISBN
- 9781118315231
- Publication Year
- 2014
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Publication Name
- Combining Pattern Classifiers: Methods and Algorithms
- Item Height
- 239mm
- Publisher
- John Wiley & Sons INC International Concepts
- Item Width
- 163mm
- Subject
- Computer Science
- Item Weight
- 762g
- Number of Pages
- 384 Pages
About this product
Product Information
A unified, coherent treatment of current classifier ensemble methods, from fundamentals of pattern recognition to ensemble feature selection, now in its second edition The art and science of combining pattern classifiers has flourished into a prolific discipline since the first edition of Combining Pattern Classifiers was published in 2004. Dr. Kuncheva has plucked from the rich landscape of recent classifier ensemble literature the topics, methods, and algorithms that will guide the reader toward a deeper understanding of the fundamentals, design, and applications of classifier ensemble methods. Thoroughly updated, with MATLAB (R) code and practice data sets throughout, Combining Pattern Classifiers includes: Coverage of Bayes decision theory and experimental comparison of classifiers Essential ensemble methods such as Bagging, Random forest, AdaBoost, Random subspace, Rotation forest, Random oracle, and Error Correcting Output Code, among others Chapters on classifier selection, diversity, and ensemble feature selection With firm grounding in the fundamentals of pattern recognition, and featuring more than 140 illustrations, Combining Pattern Classifiers, Second Edition is a valuable reference for postgraduate students, researchers, and practitioners in computing and engineering.
Product Identifiers
Publisher
John Wiley & Sons INC International Concepts
ISBN-13
9781118315231
eBay Product ID (ePID)
209436946
Product Key Features
Publication Name
Combining Pattern Classifiers: Methods and Algorithms
Format
Hardcover
Language
English
Subject
Computer Science
Publication Year
2014
Type
Textbook
Number of Pages
384 Pages
Dimensions
Item Height
239mm
Item Width
163mm
Item Weight
762g
Additional Product Features
Country/Region of Manufacture
United States
Item description from the seller
Business seller information
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eBay item number:386867943656
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