evalml.pipelines.PipelineBase.__init__

PipelineBase.__init__(parameters, random_state=0)

Machine learning pipeline made out of transformers and a estimator.

Required Class Variables:

component_graph (list): List of components in order. Accepts strings or ComponentBase subclasses in the list

Parameters

• parameters (dict) – Dictionary with component names as keys and dictionary of that component’s parameters as values. An empty dictionary {} implies using all default values for component parameters.

• random_state (int) – Seed for the random number generator. Defaults to 0.

evalml.pipelines.PipelineBase evalml.pipelines.PipelineBase.clone