R Observatory: Metrics for mlr3spatiotempcv version 2.3.5

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

mlr3spatiotempcv

2.3.5Package record

Spatiotemporal Resampling Methods for 'mlr3'

0packages dependsuggested by 1

37.1Kdownloads / year

36.2%test coverage

13/13flavors OK

Overview

About

Maintained by Patrick SchratzCRAN page ↗GitHub ↗Website ↗Issues ↗

Extends the mlr3 machine learning framework with spatio-temporal resampling methods to account for the presence of spatiotemporal autocorrelation (STAC) in predictor variables. STAC may cause highly biased performance estimates in cross-validation if ignored. A JSS article is available at doi:10.18637/jss.v111.i07.

Changes in 2.3.5

Bug fixes

require at least two folds for partitioning resamplings (#253, #258).
fix an error that prevented spcv_knndm to work properly in nested resampling (#249, #250).

chore

Use ``load_dataset for tasks (#254).

Testing

Update tests for blockCV 4.0 (drop spatialBlock) (#255, #256).

From NEWS.md in the release

Install

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

install.packages("mlr3spatiotempcv", 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("mlr-org/mlr3spatiotempcv")

Development version from mlr-org/mlr3spatiotempcv. 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-mlr3spatiotempcv

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-mlr3spatiotempcv

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-mlr3spatiotempcv

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 7.8 min · r-oldrel-windows-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-04-22
ERROR13 OK, 1 ERROR2026-04-18
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.3.5

READMEYes · 499 wordsVignettesYes · 2 · dynamicNEWSYes · 100% structured · mentions 2.3.5Citation fileYes · cites a publicationWebsiteYes · pkgdown

Cites a JSS article

Help pages: 37 (4 internal)includes a package overview page
Examples that run: 39%11 run in a plain check (1 of them under a condition) · 16 only when donttest examples are enabled (R CMD check --as-cran) · 1 never run
Exported functions with examples: 90%
Documented parameters: 50%
Return-value docs: 10%
Help pages citing references: 51%

Vignettes (2)

Getting Started HTML
Spatiotemporal Visualization HTML

How these are measured

Downloads

37.1K

CRAN downloads in the past year

Rank #2,486 · ~102/day · ~3.1K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.1K30 days

6.6K90 days

37.1K1 year

Compare downloads with other packages →

Also on162 r2u7 autocran101 c2d4u

How downloads are counted

Repository

mlr-org/mlr3spatiotempcv ↗Organization: mlr-org

56Stars

12Forks

6Open issues

1Open PRs

22Releases

1,125Commits

13Commit identities

mlr3resamplingspatialcross-validationtemporalresampling-methodsrr-package

License file reads as LGPL-3.0 · 1,125 commits · Last activity 2026-08-03 · 0% stars, 30d

Responsiveness

How these are sampled

PRs merged (all time): 90%
Median days to close, 50 most recently updated closed issues: 26
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-09-14 · 542026-08-23 · 56

How these are measured

PracticesBeta

14 development-tooling and community-health practices detected across 8 families in the upstream repository

Checks run against github.com/mlr-org/mlr3spatiotempcv on 2026-10-25.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, and on R-devel

Governance and community (3)

Contributing guide (inherited from mlr-org)

Funding links: GitHub Sponsors

The repository owner accepts GitHub Sponsors

Docs source (3)

pkgdown

GitHub Pages site last deployed 2026-08-03 · The repository has a site deploy workflow

pkgdown site last built 2026-08-03

Reproducibility and dev environment (1)

data-raw/

Show all practicesHide 4 practices

CRAN release process (1)

cran-comments.md

Research and citation (1)

codemeta.json

Automation and maintenance (1)

pre-commit

Lint, format, editor (2)

lintrRStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Installing mlr3spatiotempcv adds 38 packages (16 with compiled code, 28 MB of source tarballs). Heaviest: ggplot2 6.0 MB, data.table 5.7 MB, palmerpenguins 2.9 MB.

Depends (2)

R >= 3.5.0mlr3

Imports (7)

checkmate data.table ggplot2 mlr3misc (>= 0.11.0)paradox R6utils

LinkingTo (0)

none

Suggests (24)

bbotk blockCV caret CAST ggsci ggtext here knitr lgr mlr3filters mlr3pipelines mlr3spatial mlr3tuning patchwork plotly rmarkdownrpartsf sperrorest terra testthat twosamples vdiffr withr

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

mlr3verse

How these are counted

Code & Tests

Datasets

People & History

People (4)

Patrick Schratz

Author, Maintainer since 0.1.0 (2020)

Marc Becker

Author

Michel Lang

Contributor

Jannes Muenchow

Contributor

Releases (21)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
unarchivedReturned to CRAN
2025-09-12
2.3.5Latest
record
2025-09-12 · current release · diff ↗
2.3.4
record
2025-09-12 · diff ↗
archivedRemoved from CRAN
2025-08-25
errors were not corrected in time
2.3.3
record
2025-07-10 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.3.2
record
2024-11-29 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.3.1
record
2024-04-17 · diff ↗
2.3.0
record
2024-01-22 · diff ↗
2.2.0
record
2023-10-24 · diff ↗ ·
added 2 exports
ResamplingRepeatedSpCVKnndm, ResamplingSpCVKnndm
2.1.0
record
2023-05-24 · diff ↗ ·
removed 2 exports
ResamplingRepeatedSptCVCluto, ResamplingSptCVCluto
R
R 4.3.0 released · 2023-04-21
unarchivedReturned to CRAN
2022-11-19
2.0.3
record
2022-11-19 · diff ↗

Show 18 earlier eventsHide 18 earlier events

archivedRemoved from CRAN
2022-10-17
issues were not corrected in time
2.0.2
record
2022-08-09 · diff ↗
2.0.1
record
2022-06-22 · diff ↗
2.0.0
record
2022-06-14 · diff ↗ ·
added 9 exports
as_task_classif_st.DataBackend, as_task_classif_st.TaskClassifST, as_task_classif_st.data.frame, as_task_classif_st.sf, as_task_regr_st.DataBackend, as_task_regr_st.TaskClassifST, as_task_regr_st.TaskRegrST, as_task_regr_st.data.frame, as_task_regr_st.sf
R
R 4.2.0 released · 2022-04-22
1.0.1
record
2022-03-03 · diff ↗
1.0.0
record
2021-08-19 · diff ↗
0.4.1
record
2021-06-23 · diff ↗
0.4.0
record
2021-06-03 · diff ↗ ·
added 6 exports
ResamplingRepeatedSpCVDisc, ResamplingRepeatedSpCVTiles, ResamplingSpCVDisc, ResamplingSpCVTiles, as_task_classif_st, as_task_regr_st
R
R 4.1.0 released · 2021-05-18
unarchivedReturned to CRAN
2021-04-13
0.3.0
record
2021-04-13 · diff ↗
archivedRemoved from CRAN
2021-04-04
check problems were not corrected in time
0.2.1
record
2021-03-20 · diff ↗
0.2.0
record
2021-03-08 · diff ↗
0.1.1
record
2021-01-05 · diff ↗
0.1.0
record
2020-11-11
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-11
Total releases: 21 / 6 yrs
License: LGPL-3 OSI
Minimum R: ≥ 3.5.0
Bundled data: 845 KB / 3 files
Download size: 3.3 MB

Appears in task views

Analysis of Spatial Data Handling and Analyzing Spatio-Temporal Data

Cite

Cite this package

Run in R for the authors' entry:

citation("mlr3spatiotempcv")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.18637/jss.v111.i07.

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 mlr3spatiotempcv version 2.3.5 [Data set]. HJJB, LLC. Data release v2026-10-26. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-26, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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