Ensemble Learning : Pattern Classification Using Ensemble Methods
Language: English
Published by World Scientific Publishing Company, 2019
Series: Book 5 of 9 - Machine Perception and Artificial Intelligence
- Hardcover
- New
Seller: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
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- Title
- Ensemble Learning : Pattern Classification Using Ensemble Methods
- Author
- Rokach, Lior
- Publisher
- World Scientific Publishing Company
- Publication year
- 2019
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 9811201951
- ISBN 13
- 9789811201950
- Edition
- 2nd Edition
- Series
- Book 5 of 9: Machine Perception and Artificial Intelligence
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.
GreatBookPricesUK
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