R Observatory: Metrics for ddalpha version 1.3.16

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

ddalpha

1.3.16

Depth-Based Classification and Calculation of Data Depth

10packages depend

85.3Kdownloads / year

–test coverage

8/13checks pass

Overview

About

Maintained by Oleksii PokotyloFirst published 2013-02-2827 releasesCRAN page ↗

Contains procedures for depth-based supervised learning, which are entirely non-parametric, in particular the DDalpha-procedure (Lange, Mosler and Mozharovskyi, 2014 doi:10.1007/s00362-012-0488-4). The training data sample is transformed by a statistical depth function to a compact low-dimensional space, where the final classification is done. It also offers an extension to functional data and routines for calculating certain notions of statistical depth functions. 50 multivariate and 5 functional classification problems are included. (Pokotylo, Mozharovskyi and Dyckerhoff, 2019 doi:10.18637/jss.v091.i05).

Install

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

install.packages("ddalpha", 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-ddalpha

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-ddalpha

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-ddalpha

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

Health

CRAN checks

5NOTE8OK

Failing flavors

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

Slowest check: 6.4 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

10

Dependencies · direct

Check history

NOTE2026-07-16
11 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-06-08
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-25
11 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 7 earlier snapshots

OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-04-10
11 OK · 3 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-09
10 OK · 3 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 85%
Documented parameters: 91%
Return-value docs: 80%
References docs: 58%

Downloads

85.3K

CRAN downloads in the past year

Rank #1,641 · ~234/day · ~7.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

4.2K30 days

15.3K90 days

85.3K1 year

Compare downloads with other packages →

Also on1.1K r2u23 autocran7.8K conda_forge177 c2d4u

Dependencies

Declared dependencies

6 external dependencies (excludes base and recommended)

Depends (10)

R >= 2.10statsutilsgraphicsgrDevicesMASSclassrobustbase sfsmisc geometry

Imports (1)

Rcpp

LinkingTo (2)

BH Rcpp

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

10direct

2indirect

curveDepth Anthropometry KWCChangepoint RepeatedHighDim SimBaRepro gggda pdSpecEst butcher ordr recipes

Code & Tests

Datasets

People & History

People (4)

Maintainer (1)

Oleksii Pokotylo

Author, Maintainer

Authors (4)

Oleksii Pokotylo

Author, Maintainer

Rainer Dyckerhoff

Author · added in 1.1.2.2

Pavlo Mozharovskyi

Author

Stanislav Nagy

Author · added in 1.3.1

Package Timeline

27 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
1.3.16Latest
2024-10-01 · current release · diff ↗
R
R 4.4.0 released · 2024-04-24
1.3.15
2024-01-12 · diff ↗
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
1.3.13
2022-03-23 · diff ↗
1.3.12
2022-03-14 · diff ↗
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
1.3.11
2020-01-09 · diff ↗
1.3.10
2019-10-26 · diff ↗
R
R 3.6.0 released · 2019-04-26
1.3.9
2019-04-07 · diff ↗
1.3.8
2019-01-06 · diff ↗

Show 26 earlier events

1.3.7
2018-12-10 · diff ↗
1.3.4
2018-06-23 · diff ↗
1.3.3
2018-04-30 · diff ↗
R
R 3.5.0 released · 2018-04-23
1.3.2
2018-04-08 · diff ↗
1.3.1.1
2018-02-02 · diff ↗
1.3.1
2017-09-27 · diff ↗
R
R 3.4.0 released · 2017-04-21
1.2.1
2016-10-10 · diff ↗
1.2.0.1
2016-07-27 · diff ↗
1.2.0
2016-07-25 · diff ↗
R
R 3.3.0 released · 2016-05-03
1.1.3.1
2015-07-24 · diff ↗
1.1.3
2015-07-23 · diff ↗
1.1.2.3
2015-07-04 · diff ↗
1.1.2.2
2015-07-01 · diff ↗
1.1.1
2015-05-19 · diff ↗
R
R 3.2.0 released · 2015-04-16
1.1.0
2014-12-20 · diff ↗
R
R 3.1.0 released · 2014-04-10
1.0.6
2014-03-28 · diff ↗
1.0.5
2014-03-16 · diff ↗
1.0.4
2013-05-16 · diff ↗
R
R 3.0.0 released · 2013-04-03
1.0.3
2013-02-28
R
R 2.15.0 released · 2012-03-30

Package metadata

First published: 2013-02-28
Total releases: 27 / 13 yrs
License: GPL-2 OSI
Minimum R: ≥ 2.10
Bundled data: 296 KB / 56 files
Download size: 478 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Anomaly Detection Functional Data Analysis

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("ddalpha")

Format

Pokotylo, O., Dyckerhoff, R., Mozharovskyi, P., & Nagy, S. (2024). ddalpha: Depth-Based Classification and Calculation of Data Depth (Version 1.3.16) [Computer software]. https://doi.org/10.32614/CRAN.package.ddalpha

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 ddalpha version 1.3.16 [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.

Report a problem with this page →