evalml.pipelines.components.DFSTransformer.transform

DFSTransformer.transform(X, y=None)

Computes the feature matrix for the input X using featuretools’ dfs algorithm.

Parameters

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

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

Returns

Feature matrix

Return type

ww.DataTable

evalml.pipelines.components.DFSTransformer.save evalml.pipelines.components.CatBoostClassifier