evalml.pipelines.components.OneHotEncoder

class evalml.pipelines.components.OneHotEncoder[source]

Creates one-hot encoding for non-numeric data

Methods

__init__

Initialize self.

describe

Describe a component and its parameters

fit

Fits component to data

fit_transform

Fits on X and transforms X

get_feature_names

Returns names of transformed and added columns

transform

Transforms data X