R: 'caret' Applications for Spatial-Temporal Models

# 'caret' Applications for Spatial-Temporal Models

## Documentation for package ‘CAST’ version 1.0.4

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

## Help Pages

CAST-package | 'caret' Applications for Spatial-Temporal Models
aoa | 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 | Print CAST classes
print.aoa | Print CAST classes
print.ffs | Print CAST classes
print.knndm | Print CAST classes
print.nndm | Print CAST classes
print.trainDI | Print CAST classes
show.aoa | Print CAST classes
show.ffs | Print CAST classes
show.knndm | Print CAST classes
show.nndm | Print CAST classes
show.trainDI | Print CAST classes
splotdata | sPlotOpen Data of Species Richness
trainDI | Calculate Dissimilarity Index of training data