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>.

Version: 0.1.1
Depends: R (≥ 3.6.0)
Imports: RANN, magrittr, dplyr, proxy
Suggests: knitr, rmarkdown
Published: 2020-01-07
Author: Mona Azadkia [aut, cre], Sourav Chatterjee [aut, ctb]
Maintainer: Mona Azadkia <monaazadkia at>
License: GPL-3
NeedsCompilation: no
CRAN checks: FOCI results


Reference manual: FOCI.pdf
Vignettes: codec
Package source: FOCI_0.1.1.tar.gz
Windows binaries: r-devel:, r-devel-gcc8:, r-release:, r-oldrel:
OS X binaries: r-release: FOCI_0.1.1.tgz, r-oldrel: FOCI_0.1.0.tgz
Old sources: FOCI archive


Please use the canonical form to link to this page.