Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition) (Machine Perception and Artificial Intelligence) - Hardcover

Book 5 of 9: Machine Perception and Artificial Intelligence

Rokach, Lior

 
9789811201950: Ensemble Learning: Pattern Classification Using Ensemble Methods (Second Edition) (Machine Perception and Artificial Intelligence)
Hardcover
ISBN 10: 9811201951 ISBN 13: 9789811201950
Publisher: World Scientific Publishing Company, 2019

Synopsis

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.

"synopsis" may belong to another edition of this title.

Publisher
World Scientific Publishing Company
Publication date
2019
Language
English
ISBN 10 
9811201951
ISBN 13 
9789811201950
Binding
Hardcover
Edition number
2
Number of pages
300