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CRAN: Package FOCI

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" <doi:10.48550/arXiv.1910.12327>.

Version: 0.1.3 Depends: R (≥ 3.6.0), data.table Imports: RANN, proxy, parallel, gmp Suggests: knitr, rmarkdown, testthat Published: 2021-03-18 DOI: 10.32614/CRAN.package.FOCI Author: Mona Azadkia [aut, cre], Sourav Chatterjee [aut, ctb], Norman Matloff [aut, ctb] Maintainer: Mona Azadkia <monaazadkia at gmail.com> License: GPL-3 NeedsCompilation: no In views: MachineLearning CRAN checks: FOCI results Documentation: Downloads: Reverse dependencies: Linking:

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