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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.

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Cite this as

Prakhar Ganesh, Hongyan Chang, Martin Strobel, Reza Shokri (2024). Dataset: ACSEmployment. https://doi.org/10.57702/yti138fh

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Additional Info

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Created December 16, 2024
Last update December 16, 2024
Defined In https://doi.org/10.1145/3593013.3594116
Author Prakhar Ganesh
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Hongyan Chang
Martin Strobel
Reza Shokri