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-any)TangledFeatures_0.1.1.zip(r-4.6-any)TangledFeatures_0.1.1.zip(r-4.5-any)
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

2.78 score 12 scripts 262 downloads 3 exports 97 dependencies

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

TargetResultTimeFilesSyslog
linux-develERROR181
source / vignettesERROR1862
linux-releaseERROR189
macos-releaseERROR141
macos-oldrelERROR185
windows-develERROR105
windows-releaseERROR107
windows-oldrelERROR93
wasm-releaseOK137

Exports:DataCleaningGeneralCorTangledFeatures

Dependencies:backportsbayestestRbroombroom.mixedcaretclasscliclockcodacodetoolscorrelationcpp11data.tabledatawizarddiagramdigestdplyre1071farverfastDummiesforcatsforeachfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhathmsigraphinsightipredisobanditeratorsjanitorjtoolsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixModelMetricsnlmennetnumDerivpanderparallellyparameterspillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartS7sandwichscalesshapesnakecasesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo