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-4.4-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'))

Peer review:

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

Datasets:

On CRAN:

documentation

4.18 score 6 scripts 205 downloads 3 exports 99 dependencies

Last updated 1 years agofrom:4fee69922f. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-winNOTEOct 27 2024
R-4.5-linuxNOTEOct 27 2024
R-4.4-winNOTEOct 27 2024
R-4.4-macNOTEOct 27 2024
R-4.3-winNOTEOct 27 2024
R-4.3-macNOTEOct 27 2024

Exports:DataCleaningGeneralCorTangledFeatures

Dependencies:backportsbayestestRbroombroom.mixedcaretclasscliclockcodacodetoolscolorspacecorrelationcpp11data.tabledatawizarddiagramdigestdplyre1071fansifarverfastDummiesforcatsforeachfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhathmsigraphinsightipredisobanditeratorsjanitorjtoolsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivpanderparallellyparameterspillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartsandwichscalesshapesnakecaseSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo

Correlation

Rendered fromCorrelation.Rmdusingknitr::rmarkdownon Oct 27 2024.

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

Data_Input

Rendered fromData_Input.Rmdusingknitr::rmarkdownon Oct 27 2024.

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

Example_Walkthrough

Rendered fromExample_Walkthrough.Rmdusingknitr::rmarkdownon Oct 27 2024.

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