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An Introduction To Machine Learning
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PRODUCT INFORMATION

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    Specifications

    Category Type
    Computer Sciences
    ISBN
    9783319200095.0
    Item EAN
    2724330359772
    People
    Author
    Miroslav Kubat
    People
    Publisher
    Springer
    Category Type
    Computer Sciences
    ISBN
    9783319200095.0
    Item EAN
    2724330359772
    People
    Author
    Miroslav Kubat
    People
    Publisher
    Springer
    Languages and countries
    Book Language
    English
    Read more
  •  

    Description:

    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,

    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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