evalml.automl.AutoMLSearch.search¶

AutoMLSearch.search(show_iteration_plot=True)[source]¶

Find the best pipeline for the data set.

Parameters

feature_types (list, optional) – list of feature types, either numerical or categorical. Categorical features will automatically be encoded
show_iteration_plot (boolean, True) – Shows an iteration vs. score plot in Jupyter notebook. Disabled by default in non-Jupyter enviroments.

evalml.automl.AutoMLSearch.score_pipelines evalml.automl.AutoMLSearch.train_pipelines