R Observatory: Metrics for rminer version 1.5.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

rminer

1.5.0

Machine Learning Classification and Regression Methods

1packages depend

19.3Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Paulo CortezFirst published 2011-01-1516 releasesCRAN page ↗

Facilitates the use of machine learning algorithms in classification and regression (including time series forecasting) tasks by presenting a short and coherent set of functions. Versions: 1.5.0 improved mparheuristic function (new hyperparameter heuristics); 1.4.9 / 1.4.8 improved help, several warning and error code fixes (more stable version, all examples run correctly); 1.4.7 - improved Importance function and examples, minor error fixes; 1.4.6 / 1.4.5 / 1.4.4 new automated machine learning (AutoML) and ensembles, via improved fit(), mining() and mparheuristic() functions, and new categorical preprocessing, via improved delevels() function; 1.4.3 new metrics (e.g., macro precision, explained variance), new "lssvm" model and improved mparheuristic() function; 1.4.2 new "NMAE" metric, "xgboost" and "cv.glmnet" models (16 classification and 18 regression models); 1.4.1 new tutorial and more robust version; 1.4 - new classification and regression models, with a total of 14 classification and 15 regression methods, including: Decision Trees, Neural Networks, Support Vector Machines, Random Forests, Bagging and Boosting; 1.3 and 1.3.1 - new classification and regression metrics; 1.2 - new input importance methods via improved Importance() function; 1.0 - first version.

Install

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

install.packages("rminer", 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-rminer

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-rminer

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-rminer

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

Health

CRAN checks

2NOTE11OK

Failing flavors

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

Slowest check: 5.2 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

17

Dependencies · direct

Check history

NOTE2026-07-11
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE

Show 1 earlier snapshots

OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 99%
Return-value docs: 93%
References docs: 94%

Downloads

19.3K

CRAN downloads in the past year

Rank #4,601 · ~53/day · ~1.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

39130 days

1.7K90 days

19.3K1 year

Compare downloads with other packages →

Also on147 r2u22 autocran105 c2d4u

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (17)

methodsplotrixlatticennetkknn plsMASSmdarpartrandomForest adabag party Cubist kernlab e1071 glmnet xgboost

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

1direct

0indirect

PEAXAI

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Paulo Cortez

Author, Maintainer

Authors (1)

Paulo Cortez

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.5.0Latest
2025-10-23 · current release · diff ↗
1.4.9
2025-06-04 · diff ↗
unarchivedReturned to CRAN
2025-06-04
archivedRemoved from CRAN
2025-05-15
requires archived package 'kknn'
R
R 4.5.0 released · 2025-04-11
1.4.8
2024-10-29 · diff ↗
1.4.7
2024-10-23 · diff ↗
R
R 4.4.0 released · 2024-04-24
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
1.4.6
2020-08-28 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.4.5
2020-04-14 · diff ↗
1.4.4
2020-04-09 · diff ↗

Show 20 earlier events

1.4.3
2019-12-16 · diff ↗
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
1.4.2
2016-09-02 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.4.1
2015-07-18 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.4
2014-11-07 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.3.1
2013-08-12 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.3
2013-03-19 · diff ↗
1.2
2012-10-17 · diff ↗
R
R 2.15.0 released · 2012-03-30
R
R 2.14.0 released · 2011-10-31
1.1
2011-04-25 · diff ↗
R
R 2.13.0 released · 2011-04-13
1.0
2011-01-15
R
R 2.12.0 released · 2010-10-15

Package metadata

First published: 2011-01-15
Total releases: 16 / 15 yrs
License: GPL-2 OSI
Bundled data: 339 KB / 10 files
Download size: 453 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Machine Learning & Statistical Learning

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("rminer")

Format

Cortez, P. (2025). rminer: Machine Learning Classification and Regression Methods (Version 1.5.0) [Computer software]. https://doi.org/10.32614/CRAN.package.rminer

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

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 rminer version 1.5.0 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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