R Observatory: Metrics for mvs version 2.1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mvs

2.1.0Package record

Methods for High-Dimensional Multi-View Learning

0packages depend

2.4Kdownloads / year

65.6%test coverage

13/13flavors OK

Overview

About

Maintained by Wouter van LoonCRAN page ↗

Methods for high-dimensional multi-view learning based on the multi-view stacking (MVS) framework. For technical details on the MVS and stacked penalized logistic regression (StaPLR) methods see Van Loon, Fokkema, Szabo, & De Rooij (2020) doi:10.1016/j.inffus.2020.03.007 and Van Loon et al. (2022) doi:10.3389/fnins.2022.830630.

Install

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

install.packages("mvs", 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-mvs

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-mvs

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-mvs

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: 6.1 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK13 OK2026-05-12

Show 2 earlier changesHide 2 earlier changes

WARNING12 OK, 1 WARNING2026-05-11
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.1.0

READMEYes · 1,168 wordsVignettesYes · 1 · dynamicNEWSYes · 33% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION

Help pages: 11includes a package overview page
Examples that run: 0%10 only when donttest examples are enabled (R CMD check --as-cran)
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

An introduction to R package `mvs`

How these are measured

Downloads

2.4K

CRAN downloads in the past year

Rank #19,521 · ~7/day · ~202/mo

Releases R versions

Daily download trend is not available in this view yet.

25730 days

68090 days

2.4K1 year

Compare downloads with other packages →

Also on76 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Installing mvs adds 7 packages (4 with compiled code, 7.3 MB of source tarballs). Heaviest: glmnet 2.7 MB, Rcpp 1.8 MB, RcppEigen 1.7 MB.

Depends (2)

glmnet randomForest

Imports (1)

foreach

LinkingTo (0)

none

Suggests (6)

testthat mice missForest knitr rmarkdown bookdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (2)

Wouter van Loon

Author, Maintainer since 1.0.2 (2023)

Marjolein Fokkema

Contributor

Releases (3)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
2.1.0Latest
record
2025-04-15 · current release · diff ↗ ·
added 1 export
RF
R
R 4.5.0 released · 2025-04-11
2.0.0
record
2024-08-29 · diff ↗ ·
added 2 exports
MRM, mrm
R
R 4.4.0 released · 2024-04-24
1.0.2
record
2023-08-15
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2023-08-15
Total releases: 3 / 3 yrs
License: GPL-2 OSI
Download size: 3.7 MB

Cite

Cite this package

Run in R for the authors' entry:

citation("mvs")

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

It points to 10.1016/j.inffus.2020.03.007, 10.3389/fnins.2022.830630, 10.1016/j.inffus.2024.102524.

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 mvs version 2.1.0 [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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