Package: rFerns 5.0.0
Miron Bartosz Kursa
rFerns: Random Ferns Classifier
Provides the random ferns classifier by Ozuysal, Calonder, Lepetit and Fua (2009) <doi:10.1109/TPAMI.2009.23>, modified for generic and multi-label classification and featuring OOB error approximation and importance measure as introduced in Kursa (2014) <doi:10.18637/jss.v061.i10>.
Authors:
rFerns_5.0.0.tar.gz
rFerns_5.0.0.tar.gz(r-4.5-noble)rFerns_5.0.0.tar.gz(r-4.4-noble)
rFerns_5.0.0.tgz(r-4.4-emscripten)rFerns_5.0.0.tgz(r-4.3-emscripten)
rFerns.pdf |rFerns.html✨
rFerns/json (API)
NEWS
| # Install 'rFerns' in R: |
| install.packages('rFerns', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://gitlab.com/mbq/rferns
Last updated 3 years agofrom:3a81e00ad8. Checks:OK: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 24 2024 |
| R-4.5-linux-x86_64 | OK | Aug 24 2024 |
Exports:naiveWrapperrFerns
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Merge two random ferns models | merge.rFerns |
| Naive feature selection method utilising the rFerns shadow imporance | naiveWrapper |
| Prediction with random ferns model | predict.rFerns |
| Classification with random ferns | rFerns rFerns.default rFerns.formula rFerns.matrix |