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 |