Function reference • CAST

All functions

CAST CAST-package: 'caret' Applications for Spatial-Temporal Models

CreateSpacetimeFolds(): Create Space-time Folds

aoa(): Area of Applicability

bss(): Best subset feature selection

clustered_sample(): Clustered samples simulation

cookfarm: Cookfarm soil logger data

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(<trainDI>) plot(<aoa>) plot(<nndm>) plot(<knndm>) plot(<ffs>) plot(<geodist>) plot(<errorModel>): Plot CAST classes

print(<trainDI>) show.trainDI() print(<aoa>) show.aoa() print(<nndm>) show.nndm() print(<knndm>) show.knndm() print(<ffs>) show.ffs(): Print CAST classes

splotdata: sPlotOpen Data of Species Richness

trainDI(): Calculate Dissimilarity Index of training data