Spatiotemporal Resampling Methods for 'mlr3'


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Documentation for package ‘mlr3spatiotempcv’ version 1.0.1

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mlr3spatiotempcv-package mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
as_task_classif Convert to a Classification Task
as_task_classif.TaskClassifST Convert to a Classification Task
as_task_classif_st Convert to a Spatiotemporal Classification Task
as_task_classif_st.data.frame Convert to a Spatiotemporal Classification Task
as_task_classif_st.DataBackend Convert to a Spatiotemporal Classification Task
as_task_classif_st.sf Convert to a Spatiotemporal Classification Task
as_task_classif_st.TaskClassifST Convert to a Spatiotemporal Classification Task
as_task_regr Convert to a Regression Task
as_task_regr.TaskRegrST Convert to a Regression Task
as_task_regr_st Convert to a Spatiotemporal Regression Task
as_task_regr_st.data.frame Convert to a Spatiotemporal Regression Task
as_task_regr_st.DataBackend Convert to a Spatiotemporal Regression Task
as_task_regr_st.sf Convert to a Spatiotemporal Regression Task
as_task_regr_st.TaskRegrST Convert to a Spatiotemporal Regression Task
autoplot.ResamplingCustomCV Visualization Functions for Non-Spatial CV Methods.
autoplot.ResamplingCV Visualization Functions for Non-Spatial CV Methods.
autoplot.ResamplingRepeatedCV Visualization Functions for Non-Spatial CV Methods.
autoplot.ResamplingRepeatedSpCVBlock Visualization Functions for SpCV Block Methods.
autoplot.ResamplingRepeatedSpCVCoords Visualization Functions for SpCV Coords Methods.
autoplot.ResamplingRepeatedSpCVDisc Visualization Functions for SpCV Disc Method.
autoplot.ResamplingRepeatedSpCVEnv Visualization Functions for SpCV Env Methods.
autoplot.ResamplingRepeatedSpCVTiles Visualization Functions for SpCV Tiles Method.
autoplot.ResamplingRepeatedSptCVCluto Visualization Functions for SptCV Cluto Methods.
autoplot.ResamplingRepeatedSptCVCstf Visualization Functions for SptCV Cstf Methods.
autoplot.ResamplingSpCVBlock Visualization Functions for SpCV Block Methods.
autoplot.ResamplingSpCVBuffer Visualization Functions for SpCV Buffer Methods.
autoplot.ResamplingSpCVCoords Visualization Functions for SpCV Coords Methods.
autoplot.ResamplingSpCVDisc Visualization Functions for SpCV Disc Method.
autoplot.ResamplingSpCVEnv Visualization Functions for SpCV Env Methods.
autoplot.ResamplingSpCVTiles Visualization Functions for SpCV Tiles Method.
autoplot.ResamplingSptCVCluto Visualization Functions for SptCV Cluto Methods.
autoplot.ResamplingSptCVCstf Visualization Functions for SptCV Cstf Methods.
cookfarm_sample Cookfarm Profiles Regression Task
diplodia Diplodia Classification Task
ecuador Ecuador Classification Task
mlr3spatiotempcv mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
mlr_tasks_cookfarm Cookfarm Profiles Regression Task
mlr_tasks_diplodia Diplodia Classification Task
mlr_tasks_ecuador Ecuador Classification Task
plot.ResamplingCustomCV Visualization Functions for Non-Spatial CV Methods.
plot.ResamplingCV Visualization Functions for Non-Spatial CV Methods.
plot.ResamplingRepeatedCV Visualization Functions for Non-Spatial CV Methods.
plot.ResamplingRepeatedSpCVBlock Visualization Functions for SpCV Block Methods.
plot.ResamplingRepeatedSpCVCoords Visualization Functions for SpCV Coords Methods.
plot.ResamplingRepeatedSpCVDisc Visualization Functions for SpCV Disc Method.
plot.ResamplingRepeatedSpCVEnv Visualization Functions for SpCV Env Methods.
plot.ResamplingRepeatedSpCVTiles Visualization Functions for SpCV Tiles Method.
plot.ResamplingRepeatedSptCVCluto Visualization Functions for SptCV Cluto Methods.
plot.ResamplingRepeatedSptCVCstf Visualization Functions for SptCV Cstf Methods.
plot.ResamplingSpCVBlock Visualization Functions for SpCV Block Methods.
plot.ResamplingSpCVBuffer Visualization Functions for SpCV Buffer Methods.
plot.ResamplingSpCVCoords Visualization Functions for SpCV Coords Methods.
plot.ResamplingSpCVDisc Visualization Functions for SpCV Disc Method.
plot.ResamplingSpCVEnv Visualization Functions for SpCV Env Methods.
plot.ResamplingSpCVTiles Visualization Functions for SpCV Tiles Method.
plot.ResamplingSptCVCluto Visualization Functions for SptCV Cluto Methods.
plot.ResamplingSptCVCstf Visualization Functions for SptCV Cstf Methods.
ResamplingRepeatedSpCVBlock (blockCV) Repeated spatial block resampling
ResamplingRepeatedSpCVCoords (sperrorest) Repeated coordinate-based k-means clustering
ResamplingRepeatedSpCVDisc (sperrorest) Repeated spatial "disc" resampling
ResamplingRepeatedSpCVEnv (blockCV) Repeated "environmental blocking" resampling
ResamplingRepeatedSpCVTiles (sperrorest) Repeated spatial "tiles" resampling
ResamplingRepeatedSptCVCluto (skmeans) Repeated spatiotemporal clustering resampling
ResamplingRepeatedSptCVCstf (CAST) Repeated "leave-location-and-time-out" resampling
ResamplingSpCVBlock (blockCV) Spatial block resampling
ResamplingSpCVBuffer (blockCV) Spatial buffering resampling
ResamplingSpCVCoords (sperrorest) Coordinate-based k-means clustering
ResamplingSpCVDisc (sperrorest) Spatial "disc" resampling
ResamplingSpCVEnv (blockCV) "Environmental blocking" resampling
ResamplingSpCVTiles (sperrorest) Spatial "Tiles" resampling
ResamplingSptCVCluto (skmeans) Spatiotemporal clustering resampling
ResamplingSptCVCstf (CAST) "Leave-location-and-time-out" resampling
TaskClassifST Crate a Spatiotemporal Classification Task
TaskRegrST Create a Spatiotemporal Regression Task