CRAN/E | EFS

EFS

Tool for Ensemble Feature Selection

Installation

About

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().

Key Metrics

Version 1.0.3
Published 2017-07-24 2459 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks EFS results

Downloads

Yesterday 4
Last 7 days 23 -47%
Last 30 days 173 +13%
Last 90 days 701 +28%
Last 365 days 2.314 -29%

Maintainer

Maintainer

Ursula Neumann

u.neumann@wz-straubing.de

Authors

Nikita Genze
Ursula Neumann

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

EFS archive

Imports

party
pROC
randomForest
ROCR
grDevices
graphics
stats
utils