Package: fru 0.0.7
Miron Bartosz Kursa
fru: A Blazing Fast Implementation of Random Forest
Yet another implementation of the Random Forest method by Breiman (2001) <doi:10.1023/A:1010933404324>, written in Rust and tailored towards stability, correctness, efficiency and scalability on modern multi-core machines. Handles both classification and regression, as well as provides permutation feature importance via a novel, highly optimised algorithm.
Authors:
fru_0.0.7.tar.gz
fru_0.0.7.tgz(r-4.6-x86_64)fru_0.0.7.tgz(r-4.6-arm64)fru_0.0.7.tgz(r-4.5-x86_64)fru_0.0.7.tgz(r-4.5-arm64)
fru_0.0.7.tar.gz(r-4.7-arm64)fru_0.0.7.tar.gz(r-4.7-x86_64)fru_0.0.7.tar.gz(r-4.6-arm64)fru_0.0.7.tar.gz(r-4.6-x86_64)
fru_0.0.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
fru/json (API)
NEWS
| # Install 'fru' in R: |
| install.packages('fru', repos = c('https://mbq.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://gitlab.com/mbq/fru
Last updated from:f6680affc2. Checks:8 NOTE, 2 OK, 3 FAIL. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | NOTE | 2005 | ||
| linux-devel-x86_64 | NOTE | 126 | ||
| source / vignettes | OK | 138 | ||
| linux-release-arm64 | NOTE | 138 | ||
| linux-release-x86_64 | NOTE | 123 | ||
| macos-release-arm64 | NOTE | 155 | ||
| macos-release-x86_64 | NOTE | 197 | ||
| macos-oldrel-arm64 | NOTE | 189 | ||
| macos-oldrel-x86_64 | NOTE | 253 | ||
| windows-devel | FAIL | 106 | ||
| windows-release | FAIL | 75 | ||
| windows-oldrel | FAIL | 87 | ||
| wasm-release | OK | 1155 |
Exports:extract_forestfruimportancesolidify
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Extract the forest | extract_forest |
| Train the fru model | fru |
| Extract importance | importance importance.fru |
| Predict with the fru model | predict.fru |
| Print the fru object | print.fru |
| Solidify a given fru object | solidify |