tidyAML (version 0.0.6)

internal_make_fitted_wflw: Internals Safely Make a Fitted Workflow from Model Spec tibble

Description

Safely Make a fitted workflow from a model spec tibble.

Usage

internal_make_fitted_wflw(.model_tbl, .splits_obj)

Value

A list object of workflows.

Arguments

.model_tbl

The model table that is generated from a function like fast_regression_parsnip_spec_tbl(), must have a class of "tidyaml_mod_spec_tbl". This is meant to be used after the function internal_make_wflw() has been run and the tibble has been saved.

.splits_obj

The splits object from the auto_ml function. It is internal to the auto_ml_ function.

Author

Steven P. Sanderson II, MPH

Details

Create a fitted parnsip model from a workflow object.

See Also

Other Internals: internal_make_spec_tbl(), internal_make_wflw(), internal_make_wflw_gee_lin_reg(), internal_make_wflw_predictions(), internal_set_args_to_tune(), make_classification_base_tbl(), make_regression_base_tbl()

Examples

library(recipes, quietly = TRUE)

mod_spec_tbl <- fast_regression_parsnip_spec_tbl(
  .parsnip_eng = c("lm","glm"),
  .parsnip_fns = "linear_reg"
)

rec_obj <- recipe(mpg ~ ., data = mtcars)
splits_obj <- create_splits(mtcars, "initial_split")

mod_tbl <- mod_spec_tbl |>
  mutate(wflw = full_internal_make_wflw(mod_spec_tbl, rec_obj))

internal_make_fitted_wflw(mod_tbl, splits_obj)