ACSEmployment

ACSEmployment is another one of the five pre-defined tasks in the Folktables dataset [17]. We use the same subset from the state of California, USA for 2018 as above. The dataset contains a total of 378, 817 data points with 16 features each, and the task is a binary classification to predict whether the individual is employed or not. For fairness measures, same as above, we use perceived gender (Sex) as the sensitive attribute.