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.
| Version: | 0.0.6 |
| Published: | 2026-04-24 |
| DOI: | 10.32614/CRAN.package.fru |
| Author: | Miron Bartosz Kursa
 [aut, cre],
Krzysztof Piotr Piwoński
[aut] |
| Maintainer: | Miron Bartosz Kursa <m at mbq.me> |
| BugReports: | https://gitlab.com/mbq/fru/-/issues |
| License: | GPL-3 |
| URL: | https://gitlab.com/mbq/fru |
| NeedsCompilation: | yes |
| SystemRequirements: | Cargo (Rust's package manager) >= 1.85, rustc >= 1.85 |
| Materials: | NEWS |
| CRAN checks: | fru results |
Documentation:
| Reference manual: | fru.html , fru.pdf |
Downloads:
| Package source: | fru_0.0.6.tar.gz |
| Windows binaries: | r-release: fru_0.0.5.zip, r-oldrel: fru_0.0.5.zip |
| macOS binaries: | r-release (arm64): fru_0.0.6.tgz, r-oldrel (arm64): fru_0.0.6.tgz, r-release (x86_64): fru_0.0.6.tgz, r-oldrel (x86_64): fru_0.0.6.tgz |
| Old sources: | fru archive |
Linking:
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