evalml.AutoClassificationSearch¶

class evalml.AutoClassificationSearch(objective=None, multiclass=False, max_pipelines=None, max_time=None, patience=None, tolerance=None, allowed_model_families=None, cv=None, tuner=None, detect_label_leakage=True, start_iteration_callback=None, add_result_callback=None, additional_objectives=None, random_state=0, n_jobs=-1, verbose=True)[source]¶

Automatic pipeline search class for classification problems

Methods

__init__

Automated classifier pipeline search

Attributes

`best_pipeline`	Returns the best model found
`rankings`	Returns the rankings of the models searched