Package: TangledFeatures 0.1.1

TangledFeatures: Feature Selection in Highly Correlated Spaces

Feature selection algorithm that extracts features in highly correlated spaces. The extracted features are meant to be fed into simple explainable models such as linear or logistic regressions. The package is useful in the field of explainable modelling as a way to understand variable behavior.

Authors:Allen Sunny [aut, cre]

TangledFeatures_0.1.1.tar.gz
TangledFeatures_0.1.1.zip(r-4.7)TangledFeatures_0.1.1.zip(r-4.6)TangledFeatures_0.1.1.zip(r-4.5)
TangledFeatures_0.1.1.tgz(r-4.6-any)TangledFeatures_0.1.1.tgz(r-4.5-any)
TangledFeatures_0.1.1.tar.gz(r-4.7-any)TangledFeatures_0.1.1.tar.gz(r-4.6-any)
TangledFeatures_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
TangledFeatures/json (API)

# Install 'TangledFeatures' in R:
install.packages('TangledFeatures', repos = c('https://allen-1242.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/allen-1242/tangledfeatures/issues

Pkgdown/docs site:https://allen-1242.github.io

Datasets:

On CRAN:

Conda:

documentationneurips-2025

3.08 score 12 scripts 218 downloads 3 exports 97 dependencies

Last updated from:282db92518. Checks:8 ERROR, 1 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64ERROR182
source / vignettesERROR2007
linux-release-x86_64ERROR211
macos-release-arm64ERROR122
macos-oldrel-arm64ERROR130
windows-develERROR118
windows-releaseERROR161
windows-oldrelERROR118
wasm-releaseOK134

Exports:DataCleaningGeneralCorTangledFeatures

Dependencies:backportsbayestestRbroombroom.mixedcaretclasscliclockcodacodetoolscorrelationcpp11data.tabledatawizarddiagramdigestdplyre1071farverfastDummiesforcatsforeachfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhathmsigraphinsightipredisobanditeratorsjanitorjtoolsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivpanderparallellyparameterspillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartS7sandwichscalesshapesnakecasesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo