R Observatory: Metrics for VSOLassoBag version 1.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

VSOLassoBag

1.0

Variable Selection Oriented LASSO Bagging Algorithm

0packages depend

2.5Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Chaoye WangFirst published 2022-11-253 releasesCRAN page ↗

A wrapped LASSO approach by integrating an ensemble learning strategy to help select efficient, stable, and high confidential variables from omics-based data. Using a bagging strategy in combination of a parametric method or inflection point search method for cut-off threshold determination. This package can integrate and vote variables generated from multiple LASSO models to determine the optimal candidates. Luo H, Zhao Q, et al (2020) doi:10.1126/scitranslmed.aax7533 for more details.

Install

BioconductorR (CRAN)Ubuntu (r2u)

BiocManager::install("VSOLassoBag")

Installs the current Bioconductor release. Requires the BiocManager package.

install.packages("VSOLassoBag", 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-vsolassobag

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

Health

CRAN checks

13OK

Slowest check: 10.0 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
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
OK2026-05-10
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

ERROR2026-05-03
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 100%
References docs: 40%

Downloads

2.5K

CRAN downloads in the past year

Rank #16,389 · ~7/day · ~212/mo

Releases R versions

Daily download trend is not available in this view yet.

16230 days

64990 days

2.5K1 year

Compare downloads with other packages →

Also on139 r2u

Dependencies

Declared dependencies

9 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (9)

glmnetsurvivalggplot2 POTparallelutilspbapplymethodsSummarizedExperiment

LinkingTo (0)

none

Suggests (4)

rmarkdown knitr rmdformats qpdf

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (2)

Maintainer (1)

Chaoye Wang

Author, Maintainer

Authors (2)

Chaoye Wang

Author, Maintainer

Jiaqi Liang

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0Latest
2025-09-01 · current release · diff ↗
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
0.99.1
2023-03-24 · diff ↗
0.99.0
2022-11-25
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-11-25
Total releases: 3 / 4 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.6.0
Bundled data: 764 KB / 1 file
Download size: 1.4 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("VSOLassoBag")

Format

Wang, C., & Liang, J. (2025). VSOLassoBag: Variable Selection Oriented LASSO Bagging Algorithm (Version 1.0) [Computer software]. https://doi.org/10.32614/CRAN.package.VSOLassoBag

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 VSOLassoBag version 1.0 [Data set]. HJJB, LLC. Data release v2026-08-22. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-22, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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