Recent Advances in Ensembles for Feature Selection

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This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for combining partial results, measuring diversity and evaluating ensemble performance.

With the advent of Big Data, feature selection (FS) has become more nec...

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89.50 £

This book offers a comprehensive overview of ensemble learning in the field of feature selection (FS), which consists of combining the output of multiple methods to obtain better results than any single method. It reviews various techniques for combining partial results, measuring diversity and evaluating ensemble performance.

With the advent of Big Data, feature selection (FS) has become more nec...

Read more
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  • Formats: pdf
  • ISBN: 9783319900803
  • Publication Date: 30 Apr 2018
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM