Ensemble Methods

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Ensemble methods that train multiple learners and then combine them to use, with Boosting and Bagging as representatives, are well-known machine learning approaches. It has become common sense that an ensemble is usually significantly more accurate than a single learner, and ensemble methods have already achieved great success in various real-world tasks.

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Ensemble methods that train multiple learners and then combine them to use, with Boosting and Bagging as representatives, are well-known machine learning approaches. It has become common sense that an ensemble is usually significantly more accurate than a single learner, and ensemble methods have already achieved great success in various real-world tasks.

Twelve years have passed since the publicat...

Read more
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  • Formats: epub
  • ISBN: 9781040307663
  • Publication Date: 15 Feb 2025
  • Publisher: CRC Press
  • Product language: English
  • Drm Setting: DRM