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TangledFeatures  

Feature Selection in Highly Correlated Spaces
View on CRAN: Click here


Download and install TangledFeatures package within the R console
Install from CRAN:
install.packages("TangledFeatures")

Install from Github:
library("remotes")
install_github("cran/TangledFeatures")

Install by package version:
library("remotes")
install_version("TangledFeatures", "0.1.1")



Attach the package and use:
library("TangledFeatures")
Maintained by
Allen Sunny
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-02-14
Latest Update: 2023-02-14
Description:
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.
How to cite:
Allen Sunny (2023). TangledFeatures: Feature Selection in Highly Correlated Spaces. R package version 0.1.1, https://cran.r-project.org/web/packages/TangledFeatures. Accessed 12 Nov. 2024.
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