Package: rFerns 6.0.0
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_6.0.0.tar.gz
rFerns_6.0.0.zip(r-4.7)rFerns_6.0.0.zip(r-4.6)rFerns_6.0.0.zip(r-4.5)
rFerns_6.0.0.tgz(r-4.6-x86_64)rFerns_6.0.0.tgz(r-4.6-arm64)rFerns_6.0.0.tgz(r-4.5-x86_64)rFerns_6.0.0.tgz(r-4.5-arm64)
rFerns_6.0.0.tar.gz(r-4.7-arm64)rFerns_6.0.0.tar.gz(r-4.7-x86_64)rFerns_6.0.0.tar.gz(r-4.6-arm64)rFerns_6.0.0.tar.gz(r-4.6-x86_64)
rFerns_6.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
rFerns/json (API)
NEWS
| # Install 'rFerns' in R: |
| install.packages('rFerns', repos = c('https://mbq.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://gitlab.com/mbq/rferns
Last updated from:44c74d1cb3. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 119 | ||
| linux-devel-x86_64 | OK | 97 | ||
| source / vignettes | OK | 167 | ||
| linux-release-arm64 | OK | 91 | ||
| linux-release-x86_64 | OK | 91 | ||
| macos-release-arm64 | OK | 79 | ||
| macos-release-x86_64 | OK | 123 | ||
| macos-oldrel-arm64 | OK | 76 | ||
| macos-oldrel-x86_64 | OK | 138 | ||
| windows-devel | OK | 69 | ||
| windows-release | OK | 66 | ||
| windows-oldrel | OK | 72 | ||
| wasm-release | OK | 80 |
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 |