print: Custom print method for random forest models

In BlasBenito/spatialRF: Easy Spatial Modeling with Random Forest

Custom print method for random forest models

Description

Custom print method for models fitted with rf(), rf_repeat(), and rf_spatial().

Usage

## S3 method for class 'rf'
print(x, ...)

Arguments

x	A model fitted with rf(), rf_repeat(), or rf_spatial().
...	Additional arguments for print methods.

Value

Prints model details to the console.

See Also

print_evaluation(), print_importance(), print_moran(), print_performance()

Examples

if(interactive()){

 #loading example data
 data("plant_richness_df")
 data("distance_matrix")

 #fitting 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
 )

 #printing model summary
 print(rf.model)
}

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