evalml.pipelines.components.ComponentBase.clone

ComponentBase.clone(random_state=0)

Constructs a new component with the same parameters

Parameters

random_state (int) – the value to seed the random state with. Can also be a RandomState instance. Defaults to 0.

Returns

A new instance of this component with identical parameters