R/prepare_importance_spatial.R
prepare_importance_spatial.Rd
Prepares variable importance data frames and plots for models fitted with rf_spatial()
.
prepare_importance_spatial(model)
An importance data frame with spatial predictors, or a model fitted with rf_spatial()
.
A list with importance data frames in different formats depending on whether the model was fitted with rf()
or rf_repeat()
.
if(interactive()){
#loading example data
data(distance_matrix)
data(plant_richness_df)
#fittind spatial model
model <- rf_spatial(
data = plant_richness_df,
dependent.variable.name = "richness_species_vascular",
predictor.variable.names = colnames(plant_richness_df)[5:21],
distance.matrix = distance_matrix,
distance.thresholds = 0,
n.cores = 1
)
#preparing the importance data frame
importance <- prepare_importance_spatial(model)
names(importance)
}