print_performance: print_performance

In BlasBenito/spatialRF: Easy Spatial Modeling with Random Forest

print_performance

Description

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.

Usage

print_performance(model)

Arguments

model

Model fitted with rf(), rf_repeat(), or rf_spatial().

Value

Prints model performance scores to the console.

See Also

print_performance(), get_performance()

Examples

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)

}

BlasBenito/spatialRF documentation built on Sept. 1, 2022, 1:42 p.m.