evalml.pipelines.components.Estimator

Inheritance diagram of Estimator
class evalml.pipelines.components.Estimator(parameters, component_obj, random_state)[source]

A component that fits and predicts given data

Methods

__init__

Initialize self.

describe

Describe a component and its parameters

fit

Fits component to data

predict

Make predictions using selected features.

predict_proba

Make probability estimates for labels.