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Ensemble Learning: Pattern Classification Using Ensemble Methods on Hardback by Lior Rokach
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Ensemble Learning: Pattern Classification Using Ensemble Methods

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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.
Release date Australia
March 25th, 2019
Author
Pages
300
Edition
Second Edition
Audiences
  • Professional & Vocational
  • Tertiary Education (US: College)
ISBN-13
9789811201950
Product ID
30209668

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