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Combining Pattern Classifiers, 2nd Edition: Methods and Algorithms

✍ Scribed by Ludmila I. Kuncheva

Publisher: Wiley
Year: 2014
Tongue: English
Leaves: 382
Category: Library

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✦ Synopsis

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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