Function reference • mlr3spatial

mlr3spatial

mlr3spatial mlr3spatial-package: mlr3spatial: Support for Spatial Objects Within the 'mlr3' Ecosystem

Spatiotemporal Tasks

TaskClassifST: Spatiotemporal Classification Task

TaskRegrST: Spatiotemporal Regression Task

as_task_classif_st(): Convert to a Spatiotemporal Classification Task

as_task_regr_st(): Convert to a Spatiotemporal Regression Task

leipzig mlr_tasks_leipzig: Leipzig Land Cover Task

Data Backends

DataBackendRaster: DataBackend for Raster Objects

DataBackendVector: DataBackend for Vector Objects

as_task_classif_st(): Convert to a Spatiotemporal Classification Task

as_task_regr_st(): Convert to a Spatiotemporal Regression Task

as_data_backend(<stars>) as_data_backend(<SpatRaster>) as_data_backend(<RasterBrick>) as_data_backend(<RasterStack>) as_data_backend(<sf>): Coerce to spatial DataBackend

Prediction

predict_spatial(): Predict on Spatial Objects with mlr3 Learners