mlr3spatial 0.2.1
- fix: add
"space"
and "time"
column role
from mlr3spatiotempcv
mlr3spatial 0.2.0
- 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.
mlr3spatial 0.1.2
- refactor: stars objects are directly converted to terra objects
now.
mlr3spatial 0.1.1
- fix: compatibility to terra update.
mlr3spatial 0.1.0
- First version of mlr3spatial.