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]

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TangledFeatures.pdf |TangledFeatures.html✨
TangledFeatures/json (API)
NEWS

Peer review:

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

On CRAN:

documentation

3 exports 0.74 score 99 dependencies 6 scripts 267 downloads

Last updated 12 months agofrom:4fee69922f. Checks:OK: 1 NOTE: 6. Indexed: yes.

Exports:DataCleaningGeneralCorTangledFeatures

Dependencies:backportsbayestestRbroombroom.mixedcaretclasscliclockcodacodetoolscolorspacecorrelationcpp11data.tabledatawizarddiagramdigestdplyre1071fansifarverfastDummiesforcatsforeachfurrrfuturefuture.applygenericsggplot2glmnetglobalsgluegowergtablehardhathmsigraphinsightipredisobanditeratorsjanitorjtoolsKernSmoothlabelinglatticelavalifecyclelistenvlubridatemagrittrMASSMatrixmgcvModelMetricsmunsellnlmennetnumDerivpanderparallellyparameterspillarpkgconfigplyrpROCprodlimprogressrproxypurrrR6randomForestrangerRColorBrewerRcppRcppEigenrecipesreshape2rlangrpartsandwichscalesshapesnakecaseSQUAREMstringistringrsurvivaltibbletidyrtidyselecttimechangetimeDatetzdbutf8vctrsviridisLitewithrzoo