mlr3spatiotempcv2.3.1 package

Convert to a Spatiotemporal Classification Task

Convert to a Spatiotemporal Regression Task

Check spatial task

Re-export of autoplot

Visualization Functions for Non-Spatial CV Methods.

Visualization Functions for Non-Spatial CV Methods.

Visualization Functions for SpCV Block Methods.

Visualization Functions for SpCV Buffer Methods.

Visualization Functions for SpCV Coords Methods.

Visualization Functions for SpCV Disc Method.

Visualization Functions for SpCV Env Methods.

Visualization Functions for SpCV knndm Method.

Visualization Functions for SpCV Tiles Method.

Visualization Functions for SptCV Cstf Methods.

Autoplot helper

(blockCV) Repeated spatial block resampling

(sperrorest) Repeated coordinate-based k-means clustering

(sperrorest) Repeated spatial "disc" resampling

(blockCV) Repeated "environmental blocking" resampling

(CAST) Repeated K-fold Nearest Neighbour Distance Matching

(sperrorest) Repeated spatial "tiles" resampling

(CAST) Repeated spatiotemporal "leave-location-and-time-out" resamplin...

(blockCV) Spatial block resampling

(blockCV) Spatial buffering resampling

(sperrorest) Coordinate-based k-means clustering

(sperrorest) Spatial "disc" resampling

(blockCV) "Environmental blocking" resampling

(CAST) K-fold Nearest Neighbour Distance Matching

(sperrorest) Spatial "Tiles" resampling

(CAST) Spatiotemporal "Leave-location-and-time-out" resampling

Cookfarm Profiles Regression Task

Diplodia Classification Task

Ecuador Classification Task

mlr3spatiotempcv: Spatiotemporal Resampling Methods for 'mlr3'

Stratified random sampling

Create a Spatiotemporal Classification Task

Create a Spatiotemporal Regression Task