R Observatory: Metrics for stablelearner version 0.1-9

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

stablelearner

0.1-9Package record

Stability Assessment of Statistical Learning Methods

0packages dependsuggested by 2

28.1Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Achim ZeileisCRAN page ↗Codeberg ↗Website ↗Issues ↗

Graphical and computational methods that can be used to assess the stability of results from supervised statistical learning.

Changes in 0.1-9

Fix "donttest" examples, broken by partykit 1.3-0.
Import functions selectively, as needed, from graphics and partykit rather than the entire namespaces.

From NEWS.md in the release

Install

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

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

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

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-stablelearner

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-stablelearner

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-stablelearner

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 3.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.1-9

READMEYes · 169 wordsVignettesYes · 1 · dynamicNEWSYes · 100% structured · mentions 0.1-9Citation fileYes · cites a publicationWebsiteYes

Help pages: 18
Examples that run: 24%4 run in a plain check · 13 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 93%
Documented parameters: 99%
Return-value docs: 50%
Help pages citing references: 17%

Vignettes (1)

Variable Selection and Cutpoint Analysis of Random Forests HTML

How these are measured

Downloads

28.1K

CRAN downloads in the past year

Rank #2,493 · ~77/day · ~2.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.2K30 days

6.5K90 days

28.1K1 year

Compare downloads with other packages →

Also on313 r2u4 autocran

How downloads are counted

Repository

codeberg.org/zeileis/stablelearner ↗

1Stars

0Forks

0Open issues

0Open PRs

83Commits

4Commit identities

83 commits · Last activity 2026-08-27

Responsiveness

not measured

How these are measured

PracticesBeta

Repository codeberg.org/zeileis/stablelearner is linked, but repository-practices checks have not run for it yet. Checks are GitHub-only for now.

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

10 external dependencies (excludes base and recommended)

Installing stablelearner adds 20 packages (14 with compiled code, 22 MB of source tarballs). Heaviest: TH.data 8.2 MB, partykit 2.1 MB, Rcpp 1.8 MB.

Depends (1)

R >= 3.0.0

Imports (8)

graphicsmethodsMASSe1071 partykit party randomForest ranger

LinkingTo (0)

none

Suggests (8)

utilsFormulannetrpartevtree rchallenge knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 2

Suggests, most downloaded first

psychotree easyRasch2

How these are counted

Code & Tests

Datasets

People & History

People (6)

Achim Zeileis

Author, Maintainer since 0.1-4 (2022)

Author

Author

Author

Author · added in 0.1-2

Carolin Strobl

Author

Previously maintained by Michel Philipp (0.1-1 to 0.1-3).

Releases (9)

Pick two releases to compare their code metrics.

0.1-9Latest
record
2026-08-28 · current release · diff ↗
0.1-8
record
2026-07-30 · diff ↗
R
R 4.6.0 released · 2026-04-24
0.1-7
record
2025-10-27 · diff ↗
0.1-6
record
2025-07-25 · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
0.1-5
record
2023-04-13 · diff ↗ ·
removed 1 export
.stabEnv
R
R 4.2.0 released · 2022-04-22
unarchivedReturned to CRAN
2022-03-18
0.1-4
record
2022-03-18 · diff ↗
archivedRemoved from CRAN
2022-03-15
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
0.1-3
record
2021-01-10 · diff ↗
R
R 4.0.0 released · 2020-04-24

Show 4 earlier eventsHide 4 earlier events

0.1-2
record
2020-04-17 · diff ↗ ·
added 1 export
as.stabletree
R
R 3.6.0 released · 2019-04-26
0.1-1
record
2018-07-10
R
R 3.5.0 released · 2018-04-23

Package metadata

First published: 2018-07-10
Total releases: 9 / 8 yrs
License: GPL-2 | GPL-3 OSI
Minimum R: ≥ 3.0.0
Bundled data: 38 KB / 1 file
Download size: 223 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("stablelearner")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.1080/10618600.2018.1473779.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for stablelearner version 0.1-9 [Data set]. HJJB, LLC. Data release v2026-10-25. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-25, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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