mlr3summary

0.1.2

Model and Learner Summaries for 'mlr3'

1packages depend

33.9Kdownloads / year

–test coverage

7/13checks pass

Overview

About

Maintained by Susanne DandlFirst published 2024-04-243 releasesCRAN page ↗GitHub ↗

Concise and interpretable summaries for machine learning models and learners of the 'mlr3' ecosystem. The package takes inspiration from the summary function for (generalized) linear models but extends it to non-parametric machine learning models, based on generalization performance, model complexity, feature importances and effects, and fairness metrics.

Install

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

install.packages("mlr3summary", 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/mlr3summary")

Development version from mlr-org/mlr3summary. 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-mlr3summary

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-mlr3summary

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-mlr3summary

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

Health

CRAN checks

6NOTE7OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc
NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc
NOTE r-patched-linux-x86_64
NOTE r-release-linux-x86_64

Slowest check: 1.7 min · r-devel-linux-x86_64-fedora-clang

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

Dependencies · direct

Check history

NOTE2026-05-28
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSYes · 67% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 90%
Return-value docs: 100%
References docs: 75%

Downloads

33.9K

CRAN downloads in the past year

Rank #2,560 · ~93/day · ~2.8K/mo

Releases R versions

Daily download trend is not available in this view yet.

1.1K30 days

7.8K90 days

33.9K1 year

Compare downloads with other packages →

Also on141 r2u1 autocran

Repository

GitHub ↗ mlr-org/mlr3summary

8Stars

2Forks

1Open issues

3Open PRs

0Releases

222Commits

6Contributors

mlr3rr-packagemachine-learning

License LGPL-3.0 · 222 commits · Last activity 2026-02-23

Stars over time

2025-05-09 · 82026-07-07 · 8

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/mlr-org/mlr3summary on 2026-07-30.

Continuous integration (1)

GitHub Actions

Docs source (1)

README.Rmd

Automation and maintenance (1)

Dependabot

Lint, format, editor (3)

lintrEditorConfigRStudio project

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (7)

backports checkmate cli data.table future.apply mlr3 mlr3misc

LinkingTo (0)

none

Suggests (10)

fastshap iml mlr3fairness mlr3learners mlr3pipelines mlr3tuning future rangerrparttestthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

mlr3verse

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Susanne Dandl

Author, Maintainer

Authors (5)

Author, Maintainer

Author

Author

Author

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
0.1.2Latest
2026-02-19 · current release · diff ↗
0.1.1
2026-01-23 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.0
2024-04-24
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-04-24
Total releases: 3 / 2 yrs
License: LGPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 4.5 KB / 1 file
Download size: 26 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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