CRAN/E | FOCI

FOCI

Feature Ordering by Conditional Independence

Installation

About

Feature Ordering by Conditional Independence (FOCI) is a variable selection algorithm based on the measure of conditional dependence. For more information, see the paper: Azadkia and Chatterjee (2019),"A simple measure of conditional dependence" .

Key Metrics

Version 0.1.3
R ≥ 3.6.0
Published 2021-03-18 1133 days ago
Needs compilation? no
License GPL-3
CRAN checks FOCI results

Downloads

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Maintainer

Maintainer

Mona Azadkia

monaazadkia@gmail.com

Authors

Mona Azadkia

aut / cre

Sourav Chatterjee

aut / ctb

Norman Matloff

aut / ctb

Material

Reference manual
Package source

Vignettes

codec
foci

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

FOCI archive

Depends

R ≥ 3.6.0
data.table

Imports

RANN
proxy
parallel
gmp

Suggests

knitr
rmarkdown
testthat

Reverse Imports

autostats