Returns the Moran's I test on the residuals of a model produced by rf()
, rf_repeat()
, or rf_spatial()
.
get_moran(model)
A model fitted with rf()
, rf_repeat()
, or rf_spatial()
A data frame with Moran's I test results produced by moran_multithreshold()
.
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 = c(0, 1000, 2000),
n.cores = 1,
verbose = FALSE
)
#getting Moran's I of the residuals
x <- get_moran(rf.model)
}