getTunableArgs: Get Tunable Arguments

Description Usage Arguments Value Author(s) Examples

View source: R/getTunableArgs.R

Description

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

Usage

1

Arguments

model

SDMmodel or SDMmodelCV object.

Value

character vector.

Author(s)

Sergio Vignali

Examples

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# 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")
getTunableArgs(model)

SDMtune documentation built on July 17, 2021, 9:06 a.m.