Function reference

Core functions

workflow_set()

Generate a set of workflow objects from preprocessing and model objects

workflow_map()

Process a series of workflows

Interface with workflow sets

option_add() option_remove() option_add_parameters()

Add and edit options saved in a workflow set

option_list()

Make a classed list of options

extract_workflow_set_result() extract_workflow(<workflow_set>) extract_spec_parsnip(<workflow_set>) extract_recipe(<workflow_set>) extract_fit_parsnip(<workflow_set>) extract_fit_engine(<workflow_set>) extract_mold(<workflow_set>) extract_preprocessor(<workflow_set>) extract_parameter_set_dials(<workflow_set>) extract_parameter_dials(<workflow_set>)

Extract elements of workflow sets

comment_add() comment_get() comment_reset() comment_print()

Add annotations and comments for workflows

update_workflow_model() update_workflow_recipe()

Update components of a workflow within a workflow set

Process workflow set results

rank_results()

Rank the results by a metric

autoplot(<workflow_set>)

Plot the results of a workflow set

fit_best(<workflow_set>)

Fit a model to the numerically optimal configuration

collect_metrics(<workflow_set>) collect_predictions(<workflow_set>) collect_notes(<workflow_set>)

Obtain and format results produced by tuning functions for workflow sets

Miscellanous

as_workflow_set()

Convert existing objects to a workflow set

autoplot(<workflow_set>)

Plot the results of a workflow set

chi_features_set chi_features_res

Chicago Features Example Data

collect_metrics(<workflow_set>) collect_predictions(<workflow_set>) collect_notes(<workflow_set>)

Obtain and format results produced by tuning functions for workflow sets

comment_add() comment_get() comment_reset() comment_print()

Add annotations and comments for workflows

extract_workflow_set_result() extract_workflow(<workflow_set>) extract_spec_parsnip(<workflow_set>) extract_recipe(<workflow_set>) extract_fit_parsnip(<workflow_set>) extract_fit_engine(<workflow_set>) extract_mold(<workflow_set>) extract_preprocessor(<workflow_set>) extract_parameter_set_dials(<workflow_set>) extract_parameter_dials(<workflow_set>)

Extract elements of workflow sets

fit_best(<workflow_set>)

Fit a model to the numerically optimal configuration

leave_var_out_formulas()

Create formulas without each predictor

option_add() option_remove() option_add_parameters()

Add and edit options saved in a workflow set

option_list()

Make a classed list of options

pull_workflow_set_result() pull_workflow()

Extract elements from a workflow set

rank_results()

Rank the results by a metric

two_class_set two_class_res

Two Class Example Data

update_workflow_model() update_workflow_recipe()

Update components of a workflow within a workflow set

workflow_map()

Process a series of workflows

workflow_set()

Generate a set of workflow objects from preprocessing and model objects