Combining Pattern Classifiers, 2nd Edition

Methods and Algorithms



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Combining Pattern Classifiers, 2nd Edition
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AuthorLudmila I. Kuncheva
PublisherWiley
Published2014
Pages384
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101118315235
ISBN-139781118315231
EBook Hardcover Paperback

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.





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