Introduction to machine learning
Alpaydin, Ethem

 

  • Introduction to machine learning
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    作者: AlpaydinEthem,
    出版地: Cambridge, Massachusetts
    出版者: The MIT Press;
    出版年: c2014
    版本: 3rd ed.
    面頁冊數: xxii, 613 p.ill. : 24 cm.;
    集叢名: Adaptive computation and machine learning
    標題: Machine learning -
    附註: Includes bibliographical references and index
    ISBN: 978-0-262-02818-9
    內容註: Introduction Supervised learning Bayesian decision theory Parametric methods Multivariate methods Dimensionality reduction Clustering Nonparametric methods Decision trees Linear discrimination Multilayer perceptrons Local models Kernel machines Graphical models Hidden markov models Bayesian estimation Combining multiple learners Reinforcement learning Design and analysis of machine learning experiments
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