evalml.AutoRegressionSearch

class evalml.AutoRegressionSearch(objective=None, 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 for regression problems

Methods

__init__

Automated regressors pipeline search

Attributes

best_pipeline

Returns the best model found

rankings

Returns the rankings of the models searched