mlr3summary
Model and Learner Summaries for 'mlr3'
Description
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.
Downloads
2.1K
Last 30 days
2692nd
9.7K
Last 90 days
33.5K
Last year
Trend: -50.4% (30d vs prior 30d)
3
Last 30 days
33
Last 90 days
141
Last year
Trend: -75% (30d vs prior 30d)
4
Last 7 days
17
Last 30 days
1
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| 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-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (6 non-OK)
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Check History
NOTE 11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE May 28, 2026
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
Rd cross-references
Unknown package ‘fastshap’ in Rd xrefs
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
Code
Structure
Lines of code
1,583
Files
19
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
1
Internal functions
22
Recent export changes
Testing & CI
Has tests
No
Test-to-code ratio
0.00
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
100%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
42.9%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
3.5.0
System requirements
–
C++ standard
–
License
LGPL-3
License flags
SPDX valid, OSI approved
History
Versions
3
First release
2024-04-24
Latest release
2026-02-18
Avg cadence
333 days
Cold removal rate
–
Dep drift
0
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.