evalml.pipelines.components.OneHotEncoder.transform

OneHotEncoder.transform(X, y=None)

One-hot encode the input data.

Parameters

• X (ww.DataTable, pd.DataFrame) – Features to one-hot encode.

• y (ww.DataColumn, pd.Series) – Ignored.

Returns

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

Return type

ww.DataTable

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