CRAN/E | TangledFeatures

TangledFeatures

Feature Selection in Highly Correlated Spaces

Installation

About

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.

allen-1242.github.io/TangledFeatures/

Key Metrics

Version 0.1.1
R ≥ 2.10
Published 2023-02-14 445 days ago
Needs compilation? no
License MIT
License File
CRAN checks TangledFeatures results

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Maintainer

Maintainer

Allen Sunny

allensunny1242@gmail.com

Authors

Allen Sunny

aut / cre

Material

README
NEWS
Reference manual
Package source

Vignettes

Correlation
Data_Input
Example_Walkthrough

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 2.10

Imports

correlation
data.table
dplyr
fastDummies
ggplot2
igraph
janitor
Matrix
methods
purrr
ranger

Suggests

knitr
R.rsp
rmarkdown
testthat ≥ 3.0.0