SDMtune (version 1.1.1)

get_tunable_args: Get Tunable Arguments

Description

Returns the name of all function arguments that can be tuned for a given model.

Usage

get_tunable_args(model)

Arguments

model

'>SDMmodel or '>SDMmodelCV object.

Value

character vector

Examples

# NOT RUN {
# Acquire environmental variables
files <- list.files(path = file.path(system.file(package = "dismo"), "ex"),
                    pattern = "grd", full.names = TRUE)
predictors <- raster::stack(files)

# Prepare presence and background locations
p_coords <- virtualSp$presence
bg_coords <- virtualSp$background

# Create SWD object
data <- prepareSWD(species = "Virtual species", p = p_coords, a = bg_coords,
                   env = predictors, categorical = "biome")

# Train a Maxnet model and get tunable hyperparameters
model <- train(method = "Maxnet", data = data, fc = "l")
get_tunable_args(model)
# }