filter_unlabeled_dataframe(X, y, L)¶
Filter out examples not covered by any labeling function.
DataFrame) – Data points in a Pandas DataFrame.
ndarray) – Matrix of probabilities output by label model’s predict_proba method.
ndarray) – Matrix of labels emitted by LFs.
- Return type
pd.DataFrame – Data points that were labeled by at least one LF in L.
np.ndarray – Probabilities matrix for data points labeled by at least one LF in L.