evalml.pipelines.components.PerColumnImputer.fit

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

Fits imputers on input data

Parameters

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

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

Returns

self

evalml.pipelines.components.PerColumnImputer.describe evalml.pipelines.components.PerColumnImputer.fit_transform