R Observatory: Metrics for D2MCS version 1.0.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2025-09-12. Its history is shown below.

Reason: the maintainer's request

Details below reflect version 1.0.1, its last release before removal.

D2MCS

1.0.1Package record

Data Driving Multiple Classifier System

0packages depend

–downloads / year

–test coverage

–flavors OK

Overview

About

Maintained by Miguel Ferreiro-DíazCRAN page ↗GitHub ↗

Provides a novel framework to able to automatically develop and deploy an accurate Multiple Classifier System based on the feature-clustering distribution achieved from an input dataset. 'D2MCS' was developed focused on four main aspects: (i) the ability to determine an effective method to evaluate the independence of features, (ii) the identification of the optimal number of feature clusters, (iii) the training and tuning of ML models and (iv) the execution of voting schemes to combine the outputs of each classifier comprising the Multiple Classifier System.

Changes in 1.0.1

Adapt documentation pages to the use of HTML5 supported by R 4.2.0.
Update the documentation version roxygen2 from 7.1.1 to 7.2.1.

From NEWS.md in the release

Install

R (source archive)pak (dev)

url <- "https://cran.r-project.org/src/contrib/Archive/D2MCS/D2MCS_1.0.1.tar.gz"
pkgFile <- "D2MCS_1.0.1.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.0.1) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("drordas/D2MCS")

Development version from drordas/D2MCS. Installs pak first if it is not already available.

Health

CRAN checks

CRAN check results are not tracked yet.

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.1

READMENoVignettesYes · 1 · staticNEWSYes · 100% structured · mentions 1.0.1Citation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 71 (6 internal)
Examples that run: 50%1 run in a plain check · 1 never run
Exported functions with examples: 3%
Documented parameters: not tracked
Return-value docs: 0%
Help pages citing references: 0%

How these are measured

Downloads

D2MCS Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on59 r2u

How downloads are counted

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.2

Imports (16)

caret devtools dplyr FSelector ggplot2 ggrepel gridExtra infotheo mccr mltools ModelMetrics questionr recipes R6 tictoc varhandle

LinkingTo (0)

none

Suggests (4)

grDevicesknitr rmarkdown testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (4)

Miguel Ferreiro-Díaz

Author, Maintainer since 1.0.0 (2021)

David Ruano-Ordás

Author, Contributor

José Ramón Méndez

Author, Contributor

University of Vigo

Copyright holder

Releases (2)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
archivedRemoved from CRAN
2025-09-12
the maintainer's request
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
1.0.1
record
2022-08-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0.0
record
2021-05-07
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-05-07
Total releases: 2 / 5 yrs
License: GPL-3 OSI
Minimum R: ≥ 4.2

Cite

Cite this package

Run in R for the authors' entry:

citation("D2MCS")

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

It points to 10.1016/j.eswa.2018.12.032, 10.1186/s13321-019-0389-9.

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 D2MCS version 1.0.1 [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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