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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
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>)
Coerce to spatial DataBackend

Prediction

predict_spatial()
Predict on Spatial Objects with mlr3 Learners