An Introduction to Variable and Feature Selection

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feature construction, whose goals include increasing the predictor performance and building more compact feature subsets (Section 5). All of the previous steps benefit f rom reliably assessing the statistical significance of the relevance of features. We briefly review mode l selection methods and statistical tests used to that effect ...

  Feature, Selection, Variable, Feature selection