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-4.5)TangledFeatures_0.1.1.zip(r-4.4)TangledFeatures_0.1.1.zip(r-4.3)
TangledFeatures_0.1.1.tgz(r-4.5-any)TangledFeatures_0.1.1.tgz(r-4.4-any)TangledFeatures_0.1.1.tgz(r-4.3-any)
TangledFeatures_0.1.1.tar.gz(r-4.5-noble)TangledFeatures_0.1.1.tar.gz(r-4.4-noble)
TangledFeatures_0.1.1.tgz(r-4.4-emscripten)TangledFeatures_0.1.1.tgz(r-4.3-emscripten)
TangledFeatures.pdf |TangledFeatures.html
TangledFeatures/json (API)
NEWS

# 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 site:https://allen-1242.github.io

Datasets:

On CRAN:

Conda:

documentation

4.18 score 6 scripts 221 downloads 3 exports 100 dependencies

Last updated 1 years agofrom:4fee69922f. Checks:1 OK, 8 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 27 2025
R-4.5-winNOTEMar 27 2025
R-4.5-macNOTEMar 27 2025
R-4.5-linuxNOTEMar 27 2025
R-4.4-winNOTEMar 27 2025
R-4.4-macNOTEMar 27 2025
R-4.4-linuxNOTEMar 27 2025
R-4.3-winNOTEMar 27 2025
R-4.3-macNOTEMar 27 2025

Exports:DataCleaningGeneralCorTangledFeatures

Dependencies:backportsbayestestRbroombroom.mixedcaretclasscliclockcodacodetoolscolorspacecorrelationcpp11data.tabledatawizarddiagramdigestdplyre1071fansifarverfastDummiesforcatsforeachfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhathmsigraphinsightipredisobanditeratorsjanitorjtoolsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivpanderparallellyparameterspillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartsandwichscalesshapesnakecasesparsevctrsSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Correlation

Rendered fromCorrelation.Rmdusingknitr::rmarkdownon Mar 27 2025.

Last update: 2023-01-14
Started: 2022-09-25

Data_Input

Rendered fromData_Input.Rmdusingknitr::rmarkdownon Mar 27 2025.

Last update: 2023-02-26
Started: 2023-01-26

Example_Walkthrough

Rendered fromExample_Walkthrough.Rmdusingknitr::rmarkdownon Mar 27 2025.

Last update: 2023-02-26
Started: 2023-01-26