Spatiotemporal Resampling Methods for 'mlr3'

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Documentation for package ‘mlr3spatiotempcv’ version 2.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

mlr3spatiotempcv-package	mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
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_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.TaskClassifST	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.ResamplingRepeatedSpCVKnndm	Visualization Functions for SpCV knndm Method.
autoplot.ResamplingRepeatedSpCVTiles	Visualization Functions for SpCV Tiles Method.
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.ResamplingSpCVKnndm	Visualization Functions for SpCV knndm Method.
autoplot.ResamplingSpCVTiles	Visualization Functions for SpCV Tiles Method.
autoplot.ResamplingSptCVCstf	Visualization Functions for SptCV Cstf Methods.
cookfarm_mlr3	Cookfarm Profiles Regression Task
diplodia	Diplodia Classification Task
ecuador	Ecuador Classification Task
mlr3spatiotempcv	mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'
mlr_resamplings_repeated_spcv_block	(blockCV) Repeated spatial block resampling
mlr_resamplings_repeated_spcv_coords	(sperrorest) Repeated coordinate-based k-means clustering
mlr_resamplings_repeated_spcv_disc	(sperrorest) Repeated spatial "disc" resampling
mlr_resamplings_repeated_spcv_env	(blockCV) Repeated "environmental blocking" resampling
mlr_resamplings_repeated_spcv_knndm	(CAST) Repeated K-fold Nearest Neighbour Distance Matching
mlr_resamplings_repeated_spcv_tiles	(sperrorest) Repeated spatial "tiles" resampling
mlr_resamplings_repeated_sptcv_cstf	(CAST) Repeated spatiotemporal "leave-location-and-time-out" resampling
mlr_resamplings_spcv_block	(blockCV) Spatial block resampling
mlr_resamplings_spcv_buffer	(blockCV) Spatial buffering resampling
mlr_resamplings_spcv_coords	(sperrorest) Coordinate-based k-means clustering
mlr_resamplings_spcv_disc	(sperrorest) Spatial "disc" resampling
mlr_resamplings_spcv_env	(blockCV) "Environmental blocking" resampling
mlr_resamplings_spcv_knndm	(CAST) K-fold Nearest Neighbour Distance Matching
mlr_resamplings_spcv_tiles	(sperrorest) Spatial "Tiles" resampling
mlr_resamplings_sptcv_cstf	(CAST) Spatiotemporal "Leave-location-and-time-out" resampling
mlr_tasks_cookfarm_mlr3	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.ResamplingRepeatedSpCVKnndm	Visualization Functions for SpCV knndm Method.
plot.ResamplingRepeatedSpCVTiles	Visualization Functions for SpCV Tiles Method.
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.ResamplingSpCVKnndm	Visualization Functions for SpCV knndm Method.
plot.ResamplingSpCVTiles	Visualization Functions for SpCV Tiles Method.
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
ResamplingRepeatedSpCVKnndm	(CAST) Repeated K-fold Nearest Neighbour Distance Matching
ResamplingRepeatedSpCVTiles	(sperrorest) Repeated spatial "tiles" resampling
ResamplingRepeatedSptCVCstf	(CAST) Repeated spatiotemporal "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
ResamplingSpCVKnndm	(CAST) K-fold Nearest Neighbour Distance Matching
ResamplingSpCVTiles	(sperrorest) Spatial "Tiles" resampling
ResamplingSptCVCstf	(CAST) Spatiotemporal "Leave-location-and-time-out" resampling
TaskClassifST	Create a Spatiotemporal Classification Task
TaskRegrST	Create a Spatiotemporal Regression Task