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Ensemble Methods
Af: Zhi-Hua Zhou Engelsk Hardback
SPAR
kr 333
Ensemble Methods
Af: Zhi-Hua Zhou Engelsk Hardback

An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.

After presenting background and terminology, the book covers the main algorithms and theories, including Boosting, Bagging, Random Forest, averaging and voting schemes, the Stacking method, mixture of experts, and diversity measures. It also discusses multiclass extension, noise tolerance, error-ambiguity and bias-variance decompositions, and recent progress in information theoretic diversity.

Moving on to more advanced topics, the author explains how to achieve better performance through ensemble pruning and how to generate better clustering results by combining multiple clusterings. In addition, he describes developments of ensemble methods in semi-supervised learning, active learning, cost-sensitive learning, class-imbalance learning, and comprehensibility enhancement.

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An up-to-date, self-contained introduction to a state-of-the-art machine learning approach, Ensemble Methods: Foundations and Algorithms shows how these accurate methods are used in real-world tasks. It gives you the necessary groundwork to carry out further research in this evolving field.

After presenting background and terminology, the book covers the main algorithms and theories, including Boosting, Bagging, Random Forest, averaging and voting schemes, the Stacking method, mixture of experts, and diversity measures. It also discusses multiclass extension, noise tolerance, error-ambiguity and bias-variance decompositions, and recent progress in information theoretic diversity.

Moving on to more advanced topics, the author explains how to achieve better performance through ensemble pruning and how to generate better clustering results by combining multiple clusterings. In addition, he describes developments of ensemble methods in semi-supervised learning, active learning, cost-sensitive learning, class-imbalance learning, and comprehensibility enhancement.

Produktdetaljer
Sprog: Engelsk
Sider: 236
ISBN-13: 9781439830031
Indbinding: Hardback
Udgave:
ISBN-10: 1439830037
Udg. Dato: 6 jun 2012
Længde: 18mm
Bredde: 156mm
Højde: 236mm
Oplagsdato: 6 jun 2012
Forfatter(e): Zhi-Hua Zhou
Forfatter(e) Zhi-Hua Zhou


Kategori Algoritmer og datastrukturer


Sprog Engelsk


Indbinding Hardback


Sider 236


Udgave


Længde 18mm


Bredde 156mm


Højde 236mm

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