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 |