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mlr3spatiotempcv

Spatiotemporal Resampling Methods for 'mlr3'

v2.3.4 · Sep 12, 2025 · LGPL-3

Description

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>.

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14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (1)

suggests

Dependency Network

Dependencies Reverse dependencies mlr3 checkmate data.table ggplot2 mlr3misc (>= 0.11.0) paradox R6 mlr3verse mlr3spatiotempcv

Version History

new 2.3.4 Mar 10, 2026
updated 2.3.4 ← 2.3.3 diff Sep 11, 2025
updated 2.3.3 ← 2.3.2 diff Jul 9, 2025
updated 2.3.2 ← 2.3.1 diff Nov 28, 2024
updated 2.3.1 ← 2.3.0 diff Apr 16, 2024
updated 2.3.0 ← 2.2.0 diff Jan 21, 2024
updated 2.2.0 ← 2.1.0 diff Oct 23, 2023
updated 2.1.0 ← 2.0.3 diff May 23, 2023
updated 2.0.3 ← 2.0.2 diff Nov 18, 2022
updated 2.0.2 ← 2.0.1 diff Aug 8, 2022
updated 2.0.1 ← 2.0.0 diff Jun 21, 2022
updated 2.0.0 ← 1.0.1 diff Jun 13, 2022
updated 1.0.1 ← 1.0.0 diff Mar 2, 2022
updated 1.0.0 ← 0.4.1 diff Aug 18, 2021
updated 0.4.1 ← 0.4.0 diff Jun 22, 2021
updated 0.4.0 ← 0.3.0 diff Jun 2, 2021
updated 0.3.0 ← 0.2.1 diff Apr 12, 2021
updated 0.2.1 ← 0.2.0 diff Mar 19, 2021
updated 0.2.0 ← 0.1.1 diff Mar 7, 2021
updated 0.1.1 ← 0.1.0 diff Jan 4, 2021