'caret' Applications for Spatial-Temporal Models

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Documentation for package ‘CAST’ version 1.1.0

• 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
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