evalml.pipelines.components.TargetEncoder.fit¶

TargetEncoder.fit(X, y)[source]¶

Fits component to data

Parameters

X (list, pd.DataFrame or np.ndarray) – The input training data of shape [n_samples, n_features]
y (list, pd.Series, np.ndarray, optional) – The target training data of length [n_samples]

Returns

self

evalml.pipelines.components.TargetEncoder.describe evalml.pipelines.components.TargetEncoder.fit_transform