HybridFS: A Hybrid Filter-Wrapper Feature Selection Method

A hybrid method of feature selection which combines both filter and wrapper methods. The first level involves feature reduction based on some of the important filter methods while the second level involves feature subset selection as in a wrapper method. Comparative analysis with the existing feature selection packages shows this package results in higher classification accuracy, reduced processing time and improved data handling capacity.

Getting started

Package details

AuthorYamini Pandari [aut, cre], Prashanth Thangavel [aut], Hemanth Senthamaraikannan [aut], Sivaranjani Jagadeeswaran [aut], Thirumaalavan Elumalai [aut]
MaintainerYamini Pandari <[email protected]>
LicenseMIT + file LICENSE
Version0.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("HybridFS")

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HybridFS documentation built on Nov. 17, 2017, 7:38 a.m.