R Observatory: Metrics for interpretR version 0.2.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

interpretR

0.2.5Package record

Binary Classifier and Regression Model Interpretation Functions

0packages depend

2.5Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Michel BallingsCRAN page ↗

Compute permutation- based performance measures and create partial dependence plots for (cross-validated) 'randomForest' and 'ada' models.

Install

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

install.packages("interpretR", 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-interpretr

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-interpretR

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-interpretR

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Michel Ballings <michel.ballings@GMail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Michel",
                      family = "Ballings",
                      role = c("aut", "cre"),
                      email = "michel.ballings@gmail.com"),
               person(given = "Dirk",
                      family = "Van den Poel",
                      role = "aut"))
as necessary.

CRAN check page ↗

Slowest check: 50 s · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTENow
NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.2.5

READMENoVignettesNoNEWSYes · 33% structuredCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 4includes a package overview page
Examples that run: 100%3 run in a plain check
Exported functions with examples: 100%
Documented parameters: 79%
Return-value docs: 33%
Help pages citing references: 25%

How these are measured

Downloads

2.5K

CRAN downloads in the past year

Rank #19,208 · ~7/day · ~205/mo

Releases R versions

Daily download trend is not available in this view yet.

25830 days

68990 days

2.5K1 year

Compare downloads with other packages →

Also on70 r2u3 autocran

How downloads are counted

Dependencies

Declared dependencies

2 external dependencies (excludes base and recommended)

Installing interpretR adds 2 packages (1 with compiled code, 93 KB of source tarballs). Heaviest: randomForest 80 KB, AUC 13 KB.

Depends (1)

randomForest

Imports (3)

AUCstatsgraphics

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (from the free-text Author field) (2)

Michel Ballings

Dirk Van den Poel

Maintainer since 0.1.0 (2014)

Releases (7)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
0.2.5Latest
record
2023-08-20 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
R
R 3.3.0 released · 2016-05-03
0.2.4
record
2016-03-19 · diff ↗ ·
removed 1 export
pattern:^[[:alpha:]]+

added 3 exports
interpretRNews, parDepPlot, variableImportance
0.2.3
record
2015-06-23 · diff ↗
0.2.2
record
2015-05-11 · diff ↗
R
R 3.2.0 released · 2015-04-16

Show 4 earlier eventsHide 4 earlier events

0.2.1
record
2015-03-26 · diff ↗
0.2.0
record
2014-12-19 · diff ↗
0.1.0
record
2014-11-21
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-11-21
Total releases: 7 / 12 yrs
License: GPL (>= 2) OSI
Download size: 7.3 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("interpretR")

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 interpretR version 0.2.5 [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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