cardea.Cardea.generate_features

Cardea.generate_features(cutoff)[source]

Returns a the calculated feature matrix.

Parameters

  • es (featuretools.EntitySet) – An entityset that holds data.

  • cutoff (pandas.DataFrame) – A dataframe that indicates cutoff time for each instance.

Returns

  • The generated feature matrix.

  • List of feature definitions in the feature matrix.

Return type

pandas.DataFrame, list

cardea.Cardea.list_feature_primitives cardea.Cardea.select_pipeline