A Details of the Experiments

A.1 Details of the Datasets Here we introduce the details of the datasets used in the experiments. Table 6: Dataset Summary COMPAS: COMPAS [16] is a dataset containing the criminal records of 6,172 individuals arrested in Florida. The task is to predict whether the individual will commit a crime again in 2 years. The probability predicted by the system will be used as a risk score. We use 13 attributes for prediction.