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 |
| 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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