Ensemble Learning: Pattern Classification Using Ensemble Methods (Hardcover, Second Edition)

This updated compendium provides a methodical introduction with a coherent and unified repository of ensemble methods, theories, trends, challenges, and applications. More than a third of this edition comprised of new materials, highlighting descriptions of the classic methods, and extensions and novel approaches that have recently been introduced.Along with algorithmic descriptions of each method, the settings in which each method is applicable and the consequences and tradeoffs incurred by using the method is succinctly featured. R code for implementation of the algorithm is also emphasized.The unique volume provides researchers, students and practitioners in industry with a comprehensive, concise and convenient resource on ensemble learning methods.

General

Imprint:	World Scientific Publishing Co Pte Ltd
Country of origin:	Singapore
Series:	Series In Machine Perception And Artificial Intelligence, 85
Release date:	March 2019
First published:	2019
Authors:	Lior Rokach
Format:	Hardcover
Pages:	300
Edition:	Second Edition
ISBN-13:	978-981-12-0195-0
Categories:	Books > Computing & IT > Applications of computing > Pattern recognition Books > Computing & IT > Applications of computing > Artificial intelligence > Machine learning
LSN:	981-12-0195-1
Barcode:	9789811201950

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