FOCI: Feature Ordering by Conditional Independence

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" <arXiv:1910.12327>.

Getting started

Package details

AuthorMona Azadkia [aut, cre], Sourav Chatterjee [aut, ctb], Norman Matloff [aut, ctb]
MaintainerMona Azadkia <>
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the FOCI package in your browser

Any scripts or data that you put into this service are public.

FOCI documentation built on March 19, 2021, 1:07 a.m.