evalml.pipelines.components.ComponentBase

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

Base class for all components.

Methods

__init__

Initialize self.

clone

Constructs a new component with the same parameters and random state.

describe

Describe a component and its parameters

fit

Fits component to data

load

Loads component at file path

save

Saves component at file path

Class Inheritance

Inheritance diagram of ComponentBase