evalml.pipelines.components.OneHotEncoder.fit

OneHotEncoder.fit(X, y=None)[source]

Fits component to data

Parameters

  • X (ww.DataTable, pd.DataFrame or np.ndarray) – The input training data of shape [n_samples, n_features]

  • y (ww.DataColumn, pd.Series, np.ndarray, optional) – The target training data of length [n_samples]

Returns

self

evalml.pipelines.components.OneHotEncoder.describe evalml.pipelines.components.OneHotEncoder.fit_transform