# Spatiotemporal Resampling Methods for 'mlr3'

## 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