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Ensemble Methods: Foundations and Algorithms

by Zhou, Zhi-Hua

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Description

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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Product Details

  • Mar 9, 2025 Pub Date:
  • 1032960604 ISBN-10:
  • 9781032960609 ISBN-13:
  • English Language