R/get_importance_local.R
get_importance_local.Rd
Gets local importance scores from rf()
, rf_repeat()
, and rf_spatial()
models.
get_importance_local(model)
A model fitted with rf()
, rf_repeat()
, or rf_spatial()
. Default: NULL
A data frame with variable names and local importance scores.
if(interactive()){
#loading example data
data(plant_richness_df)
data(distance_matrix)
#fittinga random forest model
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
)
#getting importance scores
x <- get_importance_local(rf.model)
x
}