Prints the performance slot of a model fitted with rf(), rf_repeat(), or rf_spatial(). For models fitted with rf_repeat() it shows the median and the median absolute deviation of each performance measure.
print_performance(model)Model fitted with rf(), rf_repeat(), or rf_spatial().
Prints model performance scores to the console.
print_performance(), get_performance()
if(interactive()){
#loading example data
data(plant_richness_df)
data(distance.matrix)
#fitting a 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
)
#printing performance scores
print_performance(rf.model)
}