Changes in version 2.3.4 (2025-09-12) Chore - Update saved backend (#247). Changes in version 2.3.3 (2025-07-10) Bug fixes - mlr3 1.0.0 compatibility (#242). - Use of custom train_color and test_color in autoplot() (#241, #243). Changes in version 2.3.2 (2024-11-29) - mlr3 compatibility - JSS paper inclusion - Roxygen fixes Changes in version 2.3.1 (2024-04-17) - Add support for new {paradox} version (#234) - Rename ppoints param in {CAST} functions to predpoints to adhere with the upstream package renaming (#237) - Update {vdiffr} tests with latest {ggplot2} version Changes in version 2.3.0 (2024-01-22) Features - Allow changing point size in all autoplot() functions (#231). Misc - Cleanup dicts during unload (#233) - Pass ellipsis to all autoplot() sub-functions. - Fix mlr3book references - Compile "vis" vignette also on macOS Changes in version 2.2.0 (2023-10-24) Features - Add "knndm" method from package {CAST} (#229) - Add label_size to "spcv_block" to make label size configurable (#227) - Add show_omitted for "spcv_buffer" method (#228) Changes in version 2.1.0 (2023-05-24) - Add support for {blockCV} v3 and bump requirement to >= 3.1.2 (#222) - Replace {raster} dependency in favor of {terra} - Remove CLUTO algorithm and method due to CLUTO being non-downloadable anymore (#224) Changes in version 2.0.3 (2022-11-18) - add label support for built-in tasks - adhere to CRAN "noSuggests" policy Changes in version 2.0.2 (2022-08-09) - Add error message when trying to create a TaskClassifST or TaskRegrST from an sf object - Synchronize TaskClassifST or TaskRegrST with {mlr3spatial} - Add support for mlr_reflections changes in {mlr3} > 0.13.4 - Adjust "Getting Started" vignette to recent API changes - autoplot.ResamplingSptCVCstf(): Add missing support for argument axis_label_fontsize for x and y axes Changes in version 2.0.1 (2022-06-22) Bugfixes - autoplot.ResamplingSptCVCstf: when multiple folds are requested, the subplots are now returned again (before, the return was empty) - autoplot.ResamplingSptCVCstf: the legend item for the "omitted" observations now displays the correct color and label again Changes in version 2.0.0 (2022-06-14) Breaking - Rename task cookfarm to cookfarm_mlr3. This was done to distinguish the cookfarm task implementation in {mlr3} better from the original cookfarm dataset. cookfarm_mlr3 also now comes with all rows of the upstream cookfarm task and not with a random subset as before. - Rewrite mlr_resampling_spctcv_cstf implementation. The method will produce different fold results compared to {mlr3spatiotempcv} <= 1.0.1. This is because of a change/fix in the sampling behavior: before, an (unwanted) stratified sampling was done on time and space variables. While this matched the upstream implementation in {CAST}, this did not match with the actual theoretical underpinning described in the literature. - {mlr3} API adaptations: TaskClassifST$new() and TaskRegrST$new() only accepts DataBackendDataTable. Support for sf objects has moved to as_task_*_st() which accepts sf objects directly and creates the DataBackend behind the scenes. Features - Add support for DataBackendRaster (@be-marc, #191). - mlr_resampling_spctcv_cstf: a log message returns the column roles from the Task which are used for partitioning - The help pages for all methods now describe the methods manually rather than importing the upstream documentation of the respective method. - Task*ST classes now print column roles space and time (if set) (#198) - autoplot() gains plot_time_var argument for 3D visualizations of mlr_resamplings_sptcv_cstf resamplings with only 'space' used for partitioning (#197) - Vignette updates Bugfixes - All {mlr3spatiotempcv} methods now comply with the {mlr3} man file declaration logic. Misc - Escape all examples and tests for non-installed packages. - The cookfarm_mlr3 task now sets column roles "space" and "time" for variables SOURCEID and Date, respectively. - Harden CLUTO tests (#182) - Large update for the "spatiotemporal" section in the mlr3book Changes in version 1.0.1 (2022-03-03) - Fixed a issue which caused coordinates to appear in the feature set when a data.frame was supplied (#166, @be-marc) - Add autoplot() support for "groups" column role in rsmp("cv") Changes in version 1.0.0 (2021-08-19) Breaking - autoplot(): removed argument crs. The CRS is now inferred from the supplied Task. Setting a different CRS than the task might lead to spurious issues and the initial idea of changing the CRS for plotting to have proper axes labeling does not apply (anymore) (#144) Features - Added autoplot() support for ResamplingCustomCV (#140) Bug fixes - "spcv_block": Assert error if folds > 2 when selection = "checkerboard" (#150) - Fixed row duplication when creating TaskRegrST tasks from sf objects (#152) Miscellaneous - Upgrade tests to {vdiffr} 1.0.0 - Add {rgdal} to suggests and required it in "spcv_block" since it is required in {blockCV} >= 2.1.4 and {sf} >= 1.0 Changes in version 0.4.0 (2021-06-03) Features - Support clustering coords only for "sptcv_cluto" - Add as_task_* S3 generics: as_task_classif_st.data.frame(), as_task_classif_st.DataBackend(), as_task_classif_st.sf(), as_task_regr_st.data.frame(), as_task_regr_st.DataBackend(), as_task_regr_st.sf(), as_task_classif.TaskClassifST(), as_task_regr.TaskRegrST() (#99) - Add "spcv_tiles" and "repeated_spcv_tiles" (#121) - Add "spcv_disc" (#115) Bug Fixes - Fixed train set issues for sptcv_cstf() with space and time var (#135) - Fixed $folds() active binding returning wrong fold number (#120) - Add missing man IDs (#122) Misc - Add example 2D spatial plots to spatiotemp-viz vignette - Add {caret} to Suggests - "Cstf" methods: remove arguments in favor of param set to align with other methods (#122) - Inherit documentation from upstream functions (#117) - Vignette: Update and categorize table listing all implemented methods Changes in version 0.3.0 (2021-04-13) New Features - autoplot.ResamplingSptCVCstf(): add 2D plotting method (#106) - autoplot.ResamplingSptCVCstf(): add arguments show_omitted and static_image (#100) - autoplot() (all methods): allow adjusting point size via ... (#98) Maintenance - Remove {GSIF} package due to CRAN archival and host the cookfarm dataset standalone - Use Cstf method for spatiotemporal viz vignette - Fix help page content of ResamplingRepeatedSptCVCstf (beforehand the Cluto method was referenced accidentally) - Fix segfault in autoplot.ResamplingSpcvBlock example when rendering pkgdown site (unclear why this happens when show_labels = TRUE) - Update autoplot() examples and related documentation - Remove duplicate resources in Tasks "see also" fields - Skip a test on Solaris and macOS 3.6 - Optimize "Spatiotemporal Visualization" vignette Changes in version 0.2.1 (2021-03-20) - Add support for rasterLayer argument in blockCV::spatialBlock() (#94) - Ensure that blockCV::spatialBlock() functions actually returns the same result when invoked via {mlr3spatiotempcv} (#93). Among other issues, blockCV::spatialBlock(selection = "checkerboard") was ignored. - Get coordinates names from {sf} objects dynamically. Before some functions would have errored if the coordinate names were not named "x" and "y". Changes in version 0.2.0 (2021-03-08) - Add support for {sf} objects for Task*ST creation (#90) - "Getting Started" vignette: add example how to create a spatial task Changes in version 0.1.1 (2021-01-05) - CRAN-related changes - Support ordered factors in TaskClassifST creation (#84) Changes in version 0.1.0 (2020-11-11) - Initial CRAN release