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 gmail.com>
License: GPL-3
NeedsCompilation: no
CRAN checks: FOCI results

Downloads:

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

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