An Introduction to Support Vector Machines and Other Kernel-based Learning Methods(Nello Cristianini, John Shawe-Taylor)(Cambridge University Press 2013)

  • 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:2013
  • 电子书格式: pdf
  • 简介:Dive into the world of Support Vector Machines (SVMs) with this comprehensive guide by Nello Cristianini and John Shawe-Taylor. Master the theory and applications of SVMs and other kernel-based learning methods. This book provides a clear and accessible introduction, perfect for students and researchers in machine learning, data mining, and artificial intelligence. Learn about kernel methods, model selection, and practical applications. Enhance your understanding of powerful algorithms for classification, regression, and beyond. Ideal for those seeking a strong foundation in machine learning.
  • ISBN:9780511801389, 05118
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