evalml.preprocessing.KMeansSMOTECVSplit.split¶
-
KMeansSMOTECVSplit.split(X, y)¶ Splits and returns the sampled training data using the data sampler provided.
- Parameters
X (ww.DataTable) – DataTable of points to split
y (ww.DataTable) – DataColumn of points to split
- Returns
A tuple containing the resulting ((X_train, y_train), (X_test, y_test)) post-transformation.
- Return type
tuple((pd.DataFrame, pd.Series), (pd.DataFrame, pd.Series))