Create multiple tidymodels workflows for H3-based SDMs

Takes a named list of tidymodels model specifications and a prepared recipe, returning a list of workflows ready for fitting or cross-validation. Useful for comparing multiple models for species distribution modeling with H3 hexagonal grids.

Usage

h3sdm_workflows(model_specs, sdm_recipe)

Arguments

model_specs

A named list of tidymodels model specifications (e.g., logistic_reg(), rand_forest(), boost_tree()).

sdm_recipe

A tidymodels recipe object, typically created with h3sdm_recipe().

Value

A named list of workflow objects, one per model specification.

Examples

if (FALSE) { # \dontrun{
# Create model specifications
mod_log <- logistic_reg() %>% set_mode("classification") %>% set_engine("glm")
mod_rf  <- rand_forest()   %>% set_mode("classification") %>% set_engine("ranger")

model_list <- list(logistic = mod_log, rf = mod_rf)

# Prepare recipe
my_recipe <- h3sdm_recipe(combined_data)

# Create multiple workflows
workflows <- h3sdm_workflows(model_specs = model_list, sdm_recipe = my_recipe)
} # }