R Observatory: Metrics for bbl version 1.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bbl

1.0.0

Boltzmann Bayes Learner

0packages depend

3.8Kdownloads / year

–test coverage

12/13checks pass

Overview

About

Maintained by Jun WooFirst published 2019-09-047 releasesCRAN page ↗

Supervised learning using Boltzmann Bayes model inference, which extends naive Bayes model to include interactions. Enables classification of data into multiple response groups based on a large number of discrete predictors that can take factor values of heterogeneous levels. Either pseudo-likelihood or mean field inference can be used with L2 regularization, cross-validation, and prediction on new data. doi:10.18637/jss.v101.i05.

Install

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

install.packages("bbl", 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-bbl

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-bbl

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

Health

CRAN checks

1WARNING12OK

Failing flavors

WARNING r-oldrel-macos-arm64

Slowest check: 8.2 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

6

Dependencies · direct

Check history

WARNING2026-04-22
11 OK · 1 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
10 OK · 1 NOTE · 2 WARNING · 1 ERROR · 0 FAILURE
WARNING2026-03-10
11 OK · 1 NOTE · 2 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 35 wordsVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 91%
References docs: 4%

Downloads

3.8K

CRAN downloads in the past year

Rank #10,280 · ~10/day · ~313/mo

Releases R versions

Daily download trend is not available in this view yet.

22930 days

94090 days

3.8K1 year

Compare downloads with other packages →

Also on394 r2u

Dependencies

Declared dependencies

7 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6.0

Imports (6)

methodsstatsutilsRcpp pROC RColorBrewer

LinkingTo (1)

Rcpp

Suggests (3)

glmnet BiocManager Biostrings

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Jun Woo

Author, Maintainer

Authors (1)

Jun Woo

Author, Maintainer

Listed in earlier versions (1)

Jinhua Wang

no longer listed · 0.1.5 to 0.3.1

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
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
R
R 4.2.0 released · 2022-04-22
1.0.0Latest
2022-01-28 · current release · diff ↗
0.4.1
2021-11-18 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.4.0
2021-02-03 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.3.1
2020-03-11 · diff ↗
unarchivedReturned to CRAN
2020-03-11
archivedRemoved from CRAN
2020-03-07
check problems were not corrected in time
0.3.0
2020-01-09 · diff ↗
0.2.0
2019-10-28 · diff ↗
0.1.5
2019-09-04

Show 1 earlier events

R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2019-09-04
Total releases: 7 / 7 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 3.6.0
Download size: 489 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bbl")

Format

Woo, J. (2022). bbl: Boltzmann Bayes Learner (Version 1.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.bbl

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 bbl version 1.0.0 [Data set]. HJJB, LLC. Data release v2026-08-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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