'caret' Applications for Spatial-Temporal Models


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Documentation for package ‘CAST’ version 1.0.1

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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