fast_classification_parsnip_spec_tbl: Utility Classification call to 'parsnip'

In tidyAML: Automatic Machine Learning with 'tidymodels'

Utility Classification call to parsnip

Description

Creates a tibble of parsnip classification model specifications.

Usage

fast_classification_parsnip_spec_tbl(
  .parsnip_fns = "all",
  .parsnip_eng = "all"
)

Arguments

.parsnip_fns	The default for this is set to all. This means that all of the parsnip classification functions will be used, for example bag_mars(), or bart(). You can also choose to pass a c() vector like c("barg_mars","bart")
.parsnip_eng	The default for this is set to all. This means that all of the parsnip classification engines will be used, for example earth, or dbarts. You can also choose to pass a c() vector like c('earth', 'dbarts')

Details

Creates a tibble of parsnip classification model specifications. This will create a tibble of 32 different classification model specifications which can be filtered. The model specs are created first and then filtered out. This will only create models for classification problems. To find all of the supported models in this package you can visit https://www.tidymodels.org/find/parsnip/

Value

A tibble with an added class of 'fst_class_spec_tbl'

Author(s)

Steven P. Sanderson II, MPH

See Also

Other Utility: core_packages(), create_splits(), create_workflow_set(), fast_regression_parsnip_spec_tbl(), full_internal_make_wflw(), install_deps(), load_deps(), match_args()

Examples

fast_classification_parsnip_spec_tbl(.parsnip_fns = "logistic_reg")
fast_classification_parsnip_spec_tbl(.parsnip_eng = c("earth","dbarts"))

tidyAML documentation built on May 29, 2024, 4:07 a.m.