Gets the global importance data frame from a model — get_importance • spatialRF

Gets variable importance scores from rf(), rf_repeat(), and rf_spatial() models.

get_importance(model)

Arguments

model: A model fitted with rf(), rf_repeat(), or rf_spatial(). Default: NULL

Value

A data frame with variable names and importance scores.

See also

rf(), rf_repeat(), rf_spatial(), plot_importance(), print_importance().

Examples

if(interactive()){

data(plant_richness_df)
data(distance_matrix)

rf.model <- rf(
  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,
  verbose = FALSE
)

x <- get_importance(rf.model)
x

}