ENGLISH

Ensemble Learning: Pattern Classification Using Ensemble Methods

By Lior Rokach

Book information

Publisher
World Scientific Publishing
Year
2019
ISBN
9811201951, 9789811201950
Google Books ID
DaOjwgEACAAJ
Language
english
Format
EPUB
Filesize
10 MB (10921693 bytes)
Edition
2
Pages
300\0
Time added
2020-12-23 01:52:03

Description

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.

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