An Introduction to Support Vector Machines and Other Kernel-based Learning Methods（Nello Cristianini， John Shawe-Taylor）（Cambridge University Press 2000）

  • 书名：An Introduction to Support Vector Machines and Other Kernel-based Learning Methods
  • 出版社：Cambridge University Press
  • 作者：Nello Cristianini, John Shawe-Taylor
  • 出版年份：2000
  • 电子书格式： chm
  • 简介：Master the fundamentals of Support Vector Machines (SVMs) and kernel methods with this seminal text by Cristianini and Shawe-Taylor. Explore the theory and applications of SVMs, including their use in classification, regression, and other machine learning tasks. Learn about kernel functions, model selection, and practical implementation techniques. Ideal for students and researchers in machine learning, data science, and artificial intelligence. This comprehensive guide provides a strong theoretical foundation and practical insights into SVMs, a powerful tool for solving real-world problems.
  • ISBN：9780521780193, 05217
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