R Observatory: Metrics for sbfc version 1.0.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

sbfc

1.0.3Package record

Selective Bayesian Forest Classifier

0packages depend

2.7Kdownloads / year

–test coverage

11/13flavors OK

Overview

About

Maintained by Viktoriya KrakovnaCRAN page ↗GitHub ↗Issues ↗

An MCMC algorithm for simultaneous feature selection and classification, and visualization of the selected features and feature interactions. An implementation of SBFC by Krakovna, Du and Liu (2015), arXiv:1506.02371.

Install

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

install.packages("sbfc", 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("vkrakovna/sbfc")

Development version from vkrakovna/sbfc. 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-sbfc

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-sbfc

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-sbfc

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

2NOTE11OK

Check messages

NOTECRAN incoming feasibilityr-devel-linux-x86_64-debian-clang, r-devel-linux-x86_64-debian-gcc

Maintainer: ‘Viktoriya Krakovna <vkrakovna@gmail.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Viktoriya",
                    family = "Krakovna",
                    role = c("aut", "cre"),
                    email = "vkrakovna@gmail.com")
as necessary.

The Description field contains
  (2015), <arXiv:1506.02371>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

CRAN check page ↗

Slowest check: 3.7 min · r-devel-windows-x86_64

Status changes

NOTE11 OK, 2 NOTE2026-06-09
ERROR11 OK, 1 NOTE, 1 ERROR2026-06-07
NOTE10 OK, 4 NOTE2026-04-22
ERROR9 OK, 4 NOTE, 1 ERROR2026-04-18
NOTE10 OK, 4 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.0.3

READMENoVignettesNoNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 11includes a package overview page
Examples that run: 100%4 run in a plain check
Exported functions with examples: 43%
Documented parameters: 97%
Return-value docs: 43%
Help pages citing references: 27%

How these are measured

Downloads

2.7K

CRAN downloads in the past year

Rank #18,602 · ~7/day · ~225/mo

Releases R versions

Daily download trend is not available in this view yet.

23430 days

70990 days

2.7K1 year

Compare downloads with other packages →

Also on345 r2u2 autocran

How downloads are counted

Repository

vkrakovna/sbfc ↗Account: vkrakovna

16Stars

4Forks

1Open issues

0Open PRs

0Releases

53Commits

2Commit identities

53 commits · Last activity 2022-01-15

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2022-01-16 · 162026-07-07 · 16

How these are measured

PracticesBeta

Checks run against github.com/vkrakovna/sbfc on 2026-10-25.

No development-tooling practices detected in the upstream repository.

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Installing sbfc adds 64 packages (33 with compiled code, 53 MB of source tarballs). Heaviest: stringi 11 MB, bslib 5.6 MB, igraph 4.8 MB.

Depends (2)

R >= 2.10DiagrammeR

Imports (3)

RcppMatrixdiscretization

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (0)

none

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 (from the free-text Author field) (1)

Viktoriya Krakovna

Maintainer since 1.0 (2016)

Releases (4)

Pick two releases to compare their code metrics.

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
1.0.3Latest
record
2022-01-15 · current release · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.2
record
2020-06-23 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
1.0.1
record
2016-07-16 · diff ↗
1.0
record
2016-07-16
R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2016-07-16
Total releases: 4 / 10 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 2.10
Bundled data: 801 KB / 3 files
Download size: 763 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("sbfc")

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 sbfc version 1.0.3 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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