Ensemble Methods Foundations and Algorithms（Zhi-Hua Zhou）（CRC Press 2025）

  • 书名：Ensemble Methods: Foundations and Algorithms
  • 出版社：CRC Press
  • 作者：Zhi-Hua Zhou
  • 出版年份：2025
  • 电子书格式： PDF
  • 简介：Dive into the world of ensemble methods with Zhi-Hua Zhou’s comprehensive guide. This book provides a foundational understanding of ensemble learning algorithms, covering topics from bagging and boosting to stacking and more. Explore the theoretical underpinnings and practical applications of these powerful techniques, ideal for machine learning practitioners and researchers. Learn how to build robust and accurate predictive models through ensemble techniques. Suitable for both undergraduate and graduate students, as well as professionals seeking to enhance their machine learning skills. Improve your predictive modeling capabilities and unlock the power of ensemble learning.
  • ISBN：9781032960609
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