R Observatory: Metrics for bartMan version 0.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bartMan

0.2.1

Create Visualisations for BART Models

0packages depend

3.5Kdownloads / year

–test coverage

7/13checks pass

Overview

About

Maintained by Alan InglisFirst published 2024-04-154 releasesCRAN page ↗

Investigating and visualising Bayesian Additive Regression Tree (BART) (Chipman, H. A., George, E. I., & McCulloch, R. E. 2010) doi:10.1214/09-AOAS285 model fits. We construct conventional plots to analyze a model’s performance and stability as well as create new tree-based plots to analyze variable importance, interaction, and tree structure. We employ Value Suppressing Uncertainty Palettes (VSUP) to construct heatmaps that display variable importance and interactions jointly using colour scale to represent posterior uncertainty. Our visualisations are designed to work with the most popular BART R packages available, namely 'BART' Rodney Sparapani and Charles Spanbauer and Robert McCulloch 2021 doi:10.18637/jss.v097.i01, 'dbarts' (Vincent Dorie 2023) https://CRAN.R-project.org/package=dbarts, and 'bartMachine' (Adam Kapelner and Justin Bleich 2016) doi:10.18637/jss.v070.i04.

Install

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

install.packages("bartMan", 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-bartman

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-bartMan

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-bartMan

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

Health

CRAN checks

6ERROR7OK

Failing flavors

ERROR r-devel-linux-x86_64-debian-clang
ERROR r-devel-linux-x86_64-debian-gcc
ERROR r-devel-linux-x86_64-fedora-clang
ERROR r-devel-linux-x86_64-fedora-gcc
ERROR r-devel-windows-x86_64
ERROR r-release-macos-x86_64

Slowest check: 4.5 min · r-oldrel-macos-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

24

Dependencies · direct

Check history

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-06
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-04
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 167 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 96%
Documented parameters: 98%
Return-value docs: 95%
References docs: 0%

Downloads

3.5K

CRAN downloads in the past year

Rank #13,197 · ~9/day · ~288/mo

Releases R versions

Daily download trend is not available in this view yet.

20830 days

76490 days

3.5K1 year

Compare downloads with other packages →

Also on135 r2u7 autocran

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (24)

colorspace cowplot DendSer dplyr ggiraph ggnewscale ggplot2 ggraphgridgrDevicesgtable patchwork purrr rlang rrapply scalesstatstidygraph tidyrutilsBART bartMachine dbarts rJava

LinkingTo (0)

none

Suggests (4)

ROCR ggridges ggforce lvplot

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Alan Inglis

Author, Maintainer

Authors (3)

Alan Inglis

Author, Maintainer

Catherine Hurley

Author

Andrew Parnell

Author

Contributors (1)

Claus Wilke

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.1Latest
2025-09-18 · current release · diff ↗
0.2.0
2025-08-22 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.1.1
2024-07-24 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.1.0
2024-04-15
R
R 4.3.0 released · 2023-04-21

Package metadata

First published: 2024-04-15
Total releases: 4 / 2 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.1.0
Bundled data: 1.0 KB / 2 files
Download size: 80 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bartMan")

Format

Inglis, A., Hurley, C., Parnell, A., & Wilke, C. (2025). bartMan: Create Visualisations for BART Models (Version 0.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.bartMan

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 bartMan version 0.2.1 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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