CRAN/E | FeatureTerminatoR

FeatureTerminatoR

Feature Selection Engine to Remove Features with Minimal Predictive Power

Installation

About

The aim is to take in data.frame inputs and utilises methods, such as recursive feature engineering, to enable the features to be removed. What this does differently from the other packages, is that it gives you the choice to remove the variables manually, or it automated this process. Feature selection is a concept in machine learning, and statistical pipelines, whereby unimportant, or less predictive variables are eliminated from the analysis, see Boughaci (2018) doi:10.1007/s40595-018-0107-y.

Key Metrics

Version 1.0.0
Published 2021-07-14 1024 days ago
Needs compilation? no
License GPL-3
CRAN checks FeatureTerminatoR results

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Maintainer

Maintainer

Gary Hutson

hutsons-hacks@outlook.com

Authors

Gary Hutson

aut / cre

Material

NEWS
Reference manual
Package source

Vignettes

FeatureTerminatoR

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

Imports

ggplot2
caret
tibble
dplyr
stats
utils
lattice
e1071
randomForest

Suggests

knitr
markdown
rmarkdown

Reverse Suggests

ConfusionTableR