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An Introduction to Machine Learning

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An Introduction to Machine Learning
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  1. Beskrivelse

    This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. 1 Hardback 2 Illustrations, color; 69 Illustrations, black and w... Læs mere

    Udgivelsesdato:
    18-07-2015
    Leveringstid:
    Mangler hos leverandør
    Bedømmelse:
    (0)
  2. Yderligere info
    Udgivelsesdato:
    18-07-2015
    Sprog:
    Engelsk
    ISBN13:
    9783319200095
    Sidetal:
    291
    Vægt:
    625
    Højde:
    19
    Bredde:
    155
    Længde:
    235
    Mærkat:
    Bog, hardback
    Format:
    Hardback
    Udgave:
    1st ed. 2015
    • Bibliotekernes beskrivelse

      This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Later chapters show how to combine these simple tools by way of "boosting," how to exploit them in more complicated domains, and how to deal with diverse advanced practical issues. One chapter is dedicated to the popular genetic algorithms.

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