aorsf

0.1.6

Accelerated Oblique Random Forests

9packages depend

39.4Kdownloads / year

91.5%test coverage

13/13checks pass

Overview

About

Maintained by Byron JaegerFirst published 2022-08-2314 releasesCRAN page ↗GitHub ↗

Fit, interpret, and compute predictions with oblique random forests. Includes support for partial dependence, variable importance, passing customized functions for variable importance and identification of linear combinations of features. Methods for the oblique random survival forest are described in Jaeger et al., (2023) DOI:10.1080/10618600.2023.2231048.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("aorsf", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("ropensci/aorsf")

Development version from ropensci/aorsf. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-aorsf

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-aorsf

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-aorsf

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 8.9 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.63

91.5%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

OK2026-04-25
12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-22
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 1,436 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 80%
Documented parameters: 100%
Return-value docs: 100%
References docs: 26%

Downloads

39.4K

CRAN downloads in the past year

Rank #2,344 · ~108/day · ~3.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.7K30 days

9.7K90 days

39.4K1 year

Compare downloads with other packages →

Also on547 r2u43 autocran

Repository

GitHub ↗ ropensci/aorsf

59Stars

10Forks

9Open issues

1Open PRs

5Releases

806Commits

7Contributors

rstatsdata-scienceobliquerandom-forestsurvival

806 commits · Last activity 2026-02-05 · 0% stars, 30d

Stars over time

2025-03-11 · 582026-07-07 · 59

Repository practices

Upstream repositoryBeta

9 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/ropensci/aorsf on 2026-07-19.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdCRAN-SUBMISSION

Docs source (1)

README.Rmd

Show all practices

Research and citation (2)

codemeta.jsonZenodo

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6

Imports (6)

collapse data.table lifecycle R6 Rcpputils

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (10)

covr ggplot2 glmnet knitr rmarkdownsurvivalSurvMetrics testthat tibble units

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

9direct

0indirect

glmnetr highMLR survalis SuperSurv bonsai censored fastml filtro lorax

Code & Tests

Datasets

People & History

People (6)

Maintainer (1)

Byron Jaeger

Author, Maintainer

Authors (1)

Byron Jaeger

Author, Maintainer

Contributors (2)

Nicholas Pajewski

Contributor

Sawyer Welden

Contributor

Reviewers (3)

Lukas Burk

Reviewer · added in 0.0.3

Christopher Jackson

Reviewer

Marvin Wright

Reviewer · added in 0.0.3

Package Timeline

14 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.1.6Latest
2025-12-11 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.5
2024-05-30 · diff ↗
0.1.4
2024-05-03 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.3
2024-01-22 · diff ↗
unarchivedReturned to CRAN
2024-01-22
archivedRemoved from CRAN
2024-01-17
issues were not corrected even in multiple re-submissions
0.1.2
2024-01-15 · diff ↗
0.1.1
2023-10-26 · diff ↗
0.1.0
2023-10-13 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.0.7
2023-01-12 · diff ↗
unarchivedReturned to CRAN
2023-01-12
archivedRemoved from CRAN
2023-01-10
issues were not corrected in time

Show 7 earlier events

0.0.6
2023-01-06 · diff ↗
0.0.5
2022-12-14 · diff ↗
0.0.4
2022-11-07 · diff ↗
0.0.3
2022-10-09 · diff ↗
0.0.2
2022-09-05 · diff ↗
0.0.1
2022-08-23
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-08-23
Total releases: 14 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Bundled data: 11 KB / 2 files
Download size: 802 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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