evalml.pipelines.components.OneHotEncoder.transform

OneHotEncoder.transform(X, y=None)

One-hot encode the input DataFrame.

Parameters

• X (pd.DataFrame) – Dataframe of features.

• y (pd.Series) – Ignored.

Returns

Transformed dataframe, where each categorical feature has been encoded into numerical columns using one-hot encoding.

evalml.pipelines.components.OneHotEncoder.save evalml.pipelines.components.TargetEncoder