'caret' Applications for Spatial-Temporal Models

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Documentation for package ‘CAST’ version 1.0.0

• 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
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