Changes in version 0.6.1 (2025-09-14) - compatibility: mlr3 1.2.0 removed the data format argument - fix: $predict_newdata() and predict_spatial() work without optional column roles like coordinate now. Changes in version 0.6.0 (2025-07-18) - fix: Throw an error when X and Y columns are present in an sf object Changes in version 0.5.0 (2024-03-09) - compatibility: Work with new paradox version 1.0.0 Changes in version 0.4.1 (2023-05-03) - refactor: Use the terra::inMemory() function instead of @ptr. Changes in version 0.4.0 (2023-02-27) - refactor: The data input of spatial_predict() accepts SpatRaster, stars sf RasterStack and RasterBrick objects now. A mlr3::TaskUnsupervised can still be passed but the argument name changed from task to newdata. - fix: The log showed a warning when the estimated values per chunk were a floating number. Changes in version 0.3.1 (2022-12-16) - chore: Remove rgdal dependency and require raster version 3.6-11. Changes in version 0.3.0 (2022-10-20) - feat: Add prediction on vector data to spatial_predict(). Changes in version 0.2.1 (2022-08-25) - fix: Add "space" and "time" column role from mlr3spatiotempcv Changes in version 0.2.0 (2022-08-18) - BREAKING CHANGE: TaskClassifST and TaskRegrST are used to train a learner with spatial data. The new tasks unify the work with mlr3spatiotempcv. - BREAKING CHANGE: Raster objects cannot be used to create tasks for training anymore. - BREAKING CHANGE: TaskUnsupervised is used to predict on rasters objects now. The new task type is more convenient for data without a response. - feat: Add as_task_regr_st() and as_task_classif_st() from spatial objects. - feat: Add as_task_unsupervised() from raster objects. - feat: Task leipzig with land cover target. - feat: data("leipzig") loads an sf object with land cover in Leipzig. - feat: GeoTIFF and GeoPackage of Leipzig in extdata folder. - refactor: Vector data is handled with DataBackendDataTable now and DataBackendVector is removed. - BREAKING CHANGE: DataBackendRaster cannot be created from RasterLayer objects anymore. - fix: spatial_predict() returned an unnamed response. - fix: spatial_predict() wrote predictions to the wrong cell. - BREAKING CHANGE: Remove demo_raster(), demo_stack_spatraster(), demo_stack_rasterbrick() and demo_rasterbrick() functions. - feat: Prediction layer contains NA at raster cells with NA values in one or more feature layers. Changes in version 0.1.2 (2022-03-06) - refactor: Stars objects are directly converted to terra objects now. Changes in version 0.1.1 (2022-01-20) - fix: Compatibility to terra update. Changes in version 0.1.0 (2021-11-16) - First version of mlr3spatial.