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FOCI  

Feature Ordering by Conditional Independence
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("FOCI", "0.1.3")



Attach the package and use:
library("FOCI")
Maintained by
Mona Azadkia
[Scholar Profile | Author Map]
First Published: 2019-12-17
Latest Update: 2021-03-18
Description:
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" .
How to cite:
Mona Azadkia (2019). FOCI: Feature Ordering by Conditional Independence. R package version 0.1.3, https://cran.r-project.org/web/packages/FOCI. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2019-12-17 15:50), 0.1.1 (2020-01-07 09:40), 0.1.2 (2020-05-16 07:40)
Other packages that cited FOCI R package
View FOCI citation profile
Other R packages that FOCI depends, imports, suggests or enhances
Complete documentation for FOCI
Functions, R codes and Examples using the FOCI R package
Some associated functions: codec . foci . 
Some associated R codes: DotEqual.R . codec.R . codecInternal.R . foci.R . randomNN.R .  Full FOCI package functions and examples
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