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： epub
  • 简介：Master the fundamentals of Support Vector Machines (SVMs) and kernel methods with this comprehensive guide. Explore the theory and applications of SVMs for classification and regression, learning about kernel functions, model selection, and practical implementation. Ideal for students and researchers in machine learning, data science, and artificial intelligence. This classic text provides a clear and accessible introduction to powerful tools for pattern recognition and data analysis. Gain a strong foundation in this crucial area of machine learning.
  • ISBN：9780521780193, 05217
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