Package: FeatureTerminatoR 1.0.0

Gary Hutson

FeatureTerminatoR: Feature Selection Engine to Remove Features with Minimal Predictive Power

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>.

Authors:Gary Hutson [aut, cre]

FeatureTerminatoR_1.0.0.tar.gz
FeatureTerminatoR_1.0.0.tar.gz(r-4.5-noble)FeatureTerminatoR_1.0.0.tar.gz(r-4.4-noble)
FeatureTerminatoR_1.0.0.tgz(r-4.4-emscripten)FeatureTerminatoR_1.0.0.tgz(r-4.3-emscripten)
FeatureTerminatoR.pdf |FeatureTerminatoR.html
FeatureTerminatoR/json (API)
NEWS

# Install 'FeatureTerminatoR' in R:
install.packages('FeatureTerminatoR', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 7 scripts 194 downloads 2 exports 76 dependencies

Last updated 3 years agofrom:5c53b7c538. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 11 2024
R-4.5-linuxNOTEDec 11 2024

Exports:mutlicol_terminatorrfeTerminator

Dependencies:caretclasscliclockcodetoolscolorspacecpp11data.tablediagramdigestdplyre1071fansifarverforeachfuturefuture.applygenericsggplot2globalsgluegowergtablehardhatipredisobanditeratorsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivparallellypillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestRColorBrewerRcpprecipesreshape2rlangrpartscalesshapeSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithr

FeatureTerminatoR

Rendered fromfeature_terminatoR_howto.Rmdusingknitr::rmarkdownon Dec 11 2024.

Last update: 2021-07-14
Started: 2021-07-14