mlr3inferr

0.2.1

Inference on the Generalization Error

2packages depend

67.9Kdownloads / year

92.8%test coverage

12/13checks pass

Overview

About

Maintained by Sebastian FischerFirst published 2025-01-133 releasesCRAN page ↗GitHub ↗

Confidence interval and resampling methods for inference on the generalization error.

Install

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

install.packages("mlr3inferr", 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("mlr-org/mlr3inferr")

Development version from mlr-org/mlr3inferr. 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-mlr3inferr

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-mlr3inferr

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-mlr3inferr

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

Health

CRAN checks

1NOTE12OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 6.1 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.51

92.8%

Coverage · measured lines

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-21
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-20
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-07-14
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-07-13
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 3 earlier snapshots

OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 522 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: 0%
References docs: 60%

Downloads

67.9K

CRAN downloads in the past year

Rank #1,904 · ~186/day · ~5.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.6K30 days

12.5K90 days

67.9K1 year

Compare downloads with other packages →

Also on4.8K r2u3 autocran1.1K conda_forge

Repository

GitHub ↗ mlr-org/mlr3inferr

5Stars

0Forks

1Open issues

0Open PRs

3Releases

64Commits

2Contributors

machine-learningrstatistics

License LGPL-3.0 · 64 commits · Last activity 2026-04-07 · 0% stars, 30d

Stars over time

2025-01-24 · 42026-07-07 · 5

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/mlr-org/mlr3inferr on 2026-07-31.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Lint, format, editor (2)

lintrEditorConfig

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

Dependencies

Declared dependencies

11 external dependencies (excludes base and recommended)

Depends (2)

R >= 3.1.0mlr3

Imports (9)

checkmate data.table future lgr mlr3measures mlr3misc paradox R6 withr

LinkingTo (0)

none

Suggests (2)

rparttestthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

2direct

1indirect

mlr3verse mlr3viz

Code & Tests

People & History

People (2)

Maintainer (1)

Sebastian Fischer

Maintainer, Author

Authors (2)

Sebastian Fischer

Maintainer, Author

Hannah Schulz-Kümpel

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
2025-11-26 · current release · diff ↗
0.2.0
2025-08-28 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.0
2025-01-13
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2025-01-13
Total releases: 3 / 1 yrs
License: LGPL-3 OSI
Minimum R: ≥ 3.1.0
Download size: 164 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Machine Learning & Statistical Learning

Report a problem with this page →