R Observatory: Metrics for bst version 0.3-24

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bst

0.3-24

Gradient Boosting

3packages depend

55.9Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Zhu WangFirst published 2011-03-3121 releasesCRAN page ↗

Functional gradient descent algorithm for a variety of convex and non-convex loss functions, for both classical and robust regression and classification problems. See Wang (2011) doi:10.2202/1557-4679.1304, Wang (2012) doi:10.3414/ME11-02-0020, Wang (2018) doi:10.1080/10618600.2018.1424635, Wang (2018) doi:10.1214/18-EJS1404.

Install

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

install.packages("bst", 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-bst

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-bst

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-bst

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

5

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSYes · 0% structuredCode of conductNoContributing guideNo

Examples that run: 50%
Documented parameters: 91%
Return-value docs: 95%
References docs: 32%

Downloads

55.9K

CRAN downloads in the past year

Rank #2,177 · ~153/day · ~4.7K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.7K30 days

9.8K90 days

55.9K1 year

Compare downloads with other packages →

Also on180 r2u31 autocran217 conda_forge78 c2d4u

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (5)

rpartmethodsforeach doParallel gbm

LinkingTo (0)

none

Suggests (5)

hdi pROC R.rsp knitr gdata

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

2indirect

bujar mpath mlr

Code & Tests

People & History

People (2)

Maintainer (1)

Zhu Wang

Author, Maintainer

Authors (1)

Zhu Wang

Author, Maintainer

Contributors (1)

Torsten Hothorn

Contributor · added in 0.3-11

Package Timeline

21 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
0.3-24Latest
2023-01-06 · current release · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.3-23
2020-11-09 · diff ↗
0.3-22
2020-10-19 · diff ↗
0.3-21
2020-06-02 · diff ↗
0.3-20
2020-05-01 · diff ↗
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.3-17
2019-02-27 · diff ↗
0.3-16
2019-01-16 · diff ↗
0.3-15
2018-07-23 · diff ↗

Show 23 earlier events

R
R 3.5.0 released · 2018-04-23
R
R 3.4.0 released · 2017-04-21
0.3-14
2016-09-21 · diff ↗
R
R 3.3.0 released · 2016-05-03
0.3-13
2016-02-28 · diff ↗
0.3-12
2016-01-04 · diff ↗
0.3-11
2015-12-19 · diff ↗
R
R 3.2.0 released · 2015-04-16
0.3-4
2014-06-24 · diff ↗
R
R 3.1.0 released · 2014-04-10
3.0.2
2013-09-12 · diff ↗
0.3-3
2013-09-12 · diff ↗
R
R 3.0.0 released · 2013-04-03
R
R 2.15.0 released · 2012-03-30
0.3-2
2012-01-17 · diff ↗
R
R 2.14.0 released · 2011-10-31
2.13.2
2011-08-07 · diff ↗
0.3-1
2011-06-24 · diff ↗
2.13.1
2011-06-16 · diff ↗
R
R 2.13.0 released · 2011-04-13
0.2
2011-03-31 · diff ↗
2.12.2
2011-02-12
R
R 2.12.0 released · 2010-10-15

Package metadata

First published: 2011-03-31
Total releases: 21 / 15 yrs
License: GPL (>= 2) OSI
Download size: 1.8 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Machine Learning & Statistical Learning

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bst")

Format

Wang, Z., & Hothorn, T. (2023). bst: Gradient Boosting (Version 0.3-24) [Computer software]. https://doi.org/10.32614/CRAN.package.bst

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 bst version 0.3-24 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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