Function reference • CAST

All functions

CAST: 'caret' Applications for Spatial-Temporal Models

CreateSpacetimeFolds(): Create Space-time Folds

aoa(): Area of Applicability

bss(): Best subset feature selection

calibrate_aoa(): Calibrate the AOA based on the relationship between the DI and the prediction error

ffs(): Forward feature selection

global_validation(): Evaluate 'global' cross-validation

plot(<trainDI>) plot(<aoa>): Plot CAST classes

plot_ffs(): Plot results of a Forward feature selection or best subset selection

plot_geodist(): Plot euclidean nearest neighbor distances in geographic space or feature space

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

trainDI(): Calculate Dissimilarity Index of training data