Ensemble Methods: Foundations and Algorithms (Bog, Hardback, Engelsk) af Zhi-Hua Zhou

Ensemble Methods: Foundations and Algorithms

(Bog, Hardback, Engelsk)
Forfatter: Zhi-Hua Zhou

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Ensemble methods that train multiple learners and then combine them to use, with \textit{Boosting} and \textit{Bagging} as representatives, are well-known machine learning approaches. An ensemble is significantly more accurate than a single learner, and ensemble methods have already achieved great success in various real-world tasks.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfatter Zhi-Hua Zhou
Type Bog
Format Hardback
Sprog Engelsk
Udgave 2 ed
Udgivelsesdato 09-03-2025
Første udgivelsesår 2025
Serie Chapman & Hall/CRC Machine Learning & Pattern Recognition
Illustrationer 4 Tables, black and white; 43 Line drawings, color; 27 Line drawings, black and white; 43 Illustrations, color; 27 Illustrations, black and white
Originalsprog United Kingdom
Sideantal 348
Indbinding Hardback
Forlag Taylor & Francis Ltd
Sideoplysninger 348 pages, 4 Tables, black and white; 43 Line drawings, color; 27 Line drawings, black and white; 43
Mål 163 x 242 x 27
ISBN-13 / EAN-13 9781032960609