evalml.pipelines.components.ComponentBase

class evalml.pipelines.components.ComponentBase(parameters=None, component_obj=None, random_state=0, **kwargs)

Base class for all components.

Methods

__init__	Initialize self.
clone	Constructs a new component with the same parameters
describe	Describe a component and its parameters
fit	Fits component to data
load	Loads component at file path
save	Saves component at file path

evalml.pipelines.utils.make_pipeline evalml.pipelines.components.ComponentBase.__init__