get_residuals: Gets model residuals

In BlasBenito/spatialRF: Easy Spatial Modeling with Random Forest

Gets model residuals

Description

Returns the residuals of models fitted with rf(), rf_repeat(), or rf_spatial().

Usage

get_residuals(model)

Arguments

model

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

Value

A vector with model residuals, or the median of model residuals across repetitions if the model was fitted with rf_repeat().

Examples

if(interactive()){

#load example data
data(plant_richness_df)

#fit 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],
  n.cores = 1,
  verbose = FALSE
)

#getting vector with residuals
x <- get_residuals(rf.model)
x

}

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