evalml.pipelines.components.ComponentBase¶

class evalml.pipelines.components.ComponentBase(parameters=None, component_obj=None, random_state=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¶