R Observatory: Metrics for caretForecast version 0.1.3

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

caretForecast

0.1.3

Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms

4packages depend

5.2Kdownloads / year

94.6%test coverage

13/13checks pass

Overview

About

Maintained by Resul AkayFirst published 2022-01-275 releasesCRAN page ↗GitHub ↗

Conformal time series forecasting using the caret infrastructure. It provides access to state-of-the-art machine learning models for forecasting applications. The hyperparameter of each model is selected based on time series cross-validation, and forecasting is done recursively.

Install

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

install.packages("caretForecast", 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("taf-society/caretForecast")

Development version from taf-society/caretForecast. 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-caretforecast

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-caretForecast

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-caretForecast

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

Health

CRAN checks

13OK

Slowest check: 5.0 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 1.19

94.6%

Coverage · measured lines

83%

Documentation · exports

6

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 2 earlier snapshots

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

Documentation

READMEYes · 401 wordsVignettesNopkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 86%
References docs: 14%

Downloads

5.2K

CRAN downloads in the past year

Rank #8,852 · ~14/day · ~432/mo

Releases R versions

Daily download trend is not available in this view yet.

21930 days

1K90 days

5.2K1 year

Compare downloads with other packages →

Also on184 r2u23 autocran

Repository

GitHub ↗ taf-society/caretforecast

29Stars

10Forks

1Open issues

0Open PRs

2Releases

90Commits

3Contributors

caretforecastingmachine-learningreconometricsdata-scienceforecastforecasting-models

License GPL-3.0 · 90 commits · Last activity 2026-01-31 · 0% stars, 30d

Stars over time

2025-02-16 · 242026-07-07 · 29

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 4 families in the upstream repository

Checks run against github.com/taf-society/caretforecast on 2026-08-16.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

8 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.6

Imports (6)

forecast caret magrittrmethodsdplyr generics

LinkingTo (0)

none

Suggests (3)

Cubist knitr testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

4direct

0indirect

WaveletETS WaveletGBM WaveletKNN WaveletLSTM

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Resul Akay

Author, Maintainer

Authors (1)

Resul Akay

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.1.3Latest
2026-02-01 · current release · diff ↗
0.1.2
2026-01-30 · diff ↗
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
0.1.1
2022-10-24 · diff ↗
0.0.3
2022-05-03 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.0.2
2022-01-27
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-01-27
Total releases: 5 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.6
Bundled data: 54 KB / 2 files
Download size: 2.0 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("caretForecast")

Format

Akay, R. (2026). caretForecast: Conformal Time Series Forecasting Using State of Art Machine Learning Algorithms (Version 0.1.3) [Computer software]. https://doi.org/10.32614/CRAN.package.caretForecast

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 caretForecast version 0.1.3 [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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