EFS: Tool for Ensemble Feature Selection

Provides a function to check the importance of a feature based on a dependent classification variable. An ensemble of feature selection methods is used to determine the normalized importance value of all features. Combining these methods in one function (building the cumulative importance values) provides a stable feature selection tool. This selection can also be viewed in a barplot using the barplot_fs() function and proved using the evaluation function efs_eval().

Getting started

Package details

AuthorNikita Genze, Ursula Neumann
MaintainerUrsula Neumann <u.neumann@wz-straubing.de>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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EFS documentation built on May 2, 2019, 9:58 a.m.