Create a tidymodels workflow for H3-based SDMs

Combines a model specification and a prepared recipe into a single tidymodels workflow suitable for species distribution modeling with H3 hexagonal grids.

Usage

h3sdm_workflow(model_spec, sdm_recipe)

Arguments

model_spec: A tidymodels model specification (e.g., logistic_reg(), rand_forest(), or boost_tree()).
sdm_recipe: A tidymodels recipe object, typically created with h3sdm_recipe().

Value

A workflow object ready to be used for model fitting with fit() or cross-validation.

Examples

if (FALSE) { # \dontrun{
library(parsnip)
# Create model specification
my_model_spec <- logistic_reg() %>% set_mode("classification") %>% set_engine("glm")

# Prepare recipe
my_recipe <- h3sdm_recipe(combined_data)

# Create workflow
sdm_wf <- h3sdm_workflow(model_spec = my_model_spec, sdm_recipe = my_recipe)
} # }