R: 'caret' Applications for Spatial-Temporal Models

# 'caret' Applications for Spatial-Temporal Models

## Documentation for package ‘CAST’ version 1.1.0

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

## Help Pages

CAST-package | 'caret' Applications for Spatial-Temporal Models
aoa | Area of Applicability
aoa.data.frame | Area of Applicability
aoa.Raster | Area of Applicability
aoa.SpatRaster | Area of Applicability
aoa.stars | Area of Applicability
bss | Best subset feature selection
CAST | 'caret' Applications for Spatial-Temporal Models
clustered_sample | Clustered samples simulation
cookfarm | Cookfarm soil logger data
CreateSpacetimeFolds | Create Space-time Folds
DItoErrormetric | Model and inspect the relationship between the prediction error and measures of dissimilarities and distances
errorProfiles | Model and inspect the relationship between the prediction error and measures of dissimilarities and distances
ffs | Forward feature selection
geodist | Calculate euclidean nearest neighbor distances in geographic space or feature space
global_validation | Evaluate 'global' cross-validation
knndm | K-fold Nearest Neighbour Distance Matching
nndm | Nearest Neighbour Distance Matching (NNDM) algorithm
normalize_DI | Normalize DI values
plot | Plot CAST classes
plot.aoa | Plot CAST classes
plot.errorModel | Plot CAST classes
plot.ffs | Plot CAST classes
plot.geodist | Plot CAST classes
plot.knndm | Plot CAST classes
plot.nndm | Plot CAST classes
plot.trainDI | Plot CAST classes
print.aoa | Print AoA objects
print.ffs | Print ffs objects
print.knndm | Print knndm objects
print.nndm | Print nndm objects
print.trainDI | Print trainDI objects
show.aoa | Print AoA objects
show.ffs | Print ffs objects
show.knndm | Print knndm objects
show.nndm | Print nndm objects
show.trainDI | Print trainDI objects
splotdata | sPlotOpen Data of Species Richness
trainDI | Calculate Dissimilarity Index of training data