modeva.DataSet.get_protected_data

DataSet.get_protected_data(dataset: str = 'main')

Get the protected data in the format of np.ndarray (raw, as there is no preprocessed version of protected data).

Only active samples are returned. For extra data, no subsampling exists.

Parameters:

dataset ({"main", "train", "test"}, default="main") – The name of data split. It can also be other manually registered data split, if exists. Use the function get_data_list to check all available data splits.

Return type:

np.ndarray of the given dataset’s protected features, will be None if not available.