R Observatory: Metrics for fuseMLR version 0.0.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

fuseMLR

0.0.4Package record

Fusing Machine Learning in R

0packages depend

6.1Kdownloads / year

87.5%test coverage

13/13flavors OK

Overview

About

Maintained by Cesaire J. K. FouodoCRAN page ↗GitHub ↗Issues ↗

Recent technological advances have enable the simultaneous collection of multi-omics data i.e., different types or modalities of molecular data, presenting challenges for integrative prediction modeling due to the heterogeneous, high-dimensional nature and possible missing modalities of some individuals. We introduce this package for late integrative prediction modeling, enabling modality-specific variable selection and prediction modeling, followed by the aggregation of the modality-specific predictions to train a final meta-model. This package facilitates conducting late integration predictive modeling in a systematic, structured, and reproducible way.

Install

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

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

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

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

Development version from imbs-hl/fuseMLR. Installs pak first if it is not already available.

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-fusemlr

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-fuseMLR

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-fuseMLR

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: 2.5 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
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.0.4

READMEYes · 395 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 42
Examples that run: 100%6 run in a plain check
Exported functions with examples: 10%
Documented parameters: 100%
Return-value docs: 39%
Help pages citing references: 12%

Vignettes (1)

How does fuseMLR work? HTML

How these are measured

Downloads

6.1K

CRAN downloads in the past year

Rank #8,470 · ~17/day · ~505/mo

Releases R versions

Daily download trend is not available in this view yet.

43530 days

1.1K90 days

6.1K1 year

Compare downloads with other packages →

Also on94 r2u5 autocran

How downloads are counted

Repository

imbs-hl/fusemlr ↗Organization: imbs-hl

7Stars

0Forks

1Open issues

0Open PRs

1Releases

313Commits

3Commit identities

313 commits · Last activity 2026-05-19 · 0% stars, 30d

Responsiveness

not measured

Stars over time

2025-10-17 · 72026-07-07 · 7

How these are measured

PracticesBeta

6 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/imbs-hl/fusemlr on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Docs source (1)

README.Rmd

Coverage (2)

Coverage reporting.covrignore

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Installing fuseMLR adds 2 packages (1 with compiled code, 294 KB of source tarballs). Heaviest: digest 231 KB, R6 63 KB.

Depends (1)

R >= 3.6.0

Imports (3)

R6statsdigest

LinkingTo (0)

none

Suggests (10)

testthat UpSetR caret ranger glmnet Boruta knitr rmarkdown pROC checkmate

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

Datasets

People & History

People (2)

Cesaire J. K. Fouodo

Author, Maintainer since 0.0.1 (2024)

Marina Bleskina

Contributor

Releases (3)

Pick two releases to compare their code metrics.

unarchivedReturned to CRAN
2026-05-20
0.0.4Latest
record
2026-05-20 · current release · diff ↗
archivedRemoved from CRAN
2026-05-16
email to the maintainer is undeliverable
R
R 4.6.0 released · 2026-04-24
0.0.2
record
2025-10-13 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.0.1
record
2024-12-17
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-12-17
Total releases: 3 / 2 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Bundled data: 357 KB / 1 file
Download size: 512 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("fuseMLR")

Format

K. Fouodo, C. J., & Bleskina, M. (2026). fuseMLR: Fusing Machine Learning in R (Version 0.0.4) [Computer software]. https://doi.org/10.32614/CRAN.package.fuseMLR

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 fuseMLR version 0.0.4 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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