R Observatory: Metrics for ExactTree version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CRAN requires the check problems on this package to be fixed before 2026-08-21 or it will be archived.

ExactTree

0.1.1

Exact Tree

0packages depend

38downloads / year

–test coverage

4/10checks pass

Overview

About

Maintained by Juan Claramunt GonzalezFirst published 2026-08-071 releasesCRAN page ↗

Grows optimally global trees based on the algorithm defined in "An exact dynamic programming algorithm for regression and classification trees" (2011). It is possible to obtain both classification and regression trees depending on the measurement level of the outcome variable. The algorithm is based on the dynamic programming principle and guarantees that the resulting tree is optimal with respect to the chosen impurity measure. The package also includes a function to visualize the resulting trees, a function that summarizes the tree with its splitting information and leaf information, and a predict function that provides estimates for a new dataset given a model fit.

Install

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

install.packages("ExactTree", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

# 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-ExactTree

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-ExactTree

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

Health

CRAN checks

6ERROR4OK

Failing flavors

ERROR r-devel-linux-x86_64-fedora-clang
ERROR r-devel-linux-x86_64-fedora-gcc
ERROR r-oldrel-macos-arm64
ERROR r-oldrel-macos-x86_64
ERROR r-release-macos-arm64
ERROR r-release-macos-x86_64

Slowest check: 2.8 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

11

Dependencies · direct

Check history

ERROR2026-08-08
0 OK · 0 NOTE · 0 WARNING · 6 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 33%
Documented parameters: 100%
Return-value docs: 100%
References docs: 13%

Downloads

38

CRAN downloads in the past year

Rank #24,876 · ~0/day · ~3/mo

ExactTree Releases R versions

Daily download trend is not available in this view yet.

3830 days

3890 days

381 year

Compare downloads with other packages →

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (8)

R >= 3.0.2partykit pracmastatsgridutilsgraphicsformula.tools

Imports (4)

gridtext DescToolsmethodsrpart

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (3)

Maintainer (1)

Juan Claramunt Gonzalez

Author, Maintainer, Copyright holder

Authors (3)

Juan Claramunt Gonzalez

Author, Maintainer, Copyright holder

Elise Dusseldorp

Author

Bart Jan van Os

Author

Copyright holders (1)

Juan Claramunt Gonzalez

Author, Maintainer, Copyright holder

Package Timeline

1 release. R releases are shown for context.

0.1.1Latest
2026-08-07 · current release
R
R 4.6.0 released · 2026-04-24

Package metadata

First published: 2026-08-07
Total releases: 1 / 1 yrs
License: GPL-3 OSI
Minimum R: ≥ 3.0.2
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ExactTree")

Format

Claramunt Gonzalez, J., Dusseldorp, E., & van Os, B. J. (2026). ExactTree: Exact Tree (Version 0.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.ExactTree

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 ExactTree version 0.1.1 [Data set]. HJJB, LLC. Data release v2026-08-11. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-11, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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