The COMPAS dataset is a dataset used in the criminal justice system, specifically for risk assessment algorithms that predict the likelihood of a defendant reoffending. It has gained significant attention for its role in discussions about bias and fairness, as it highlights potential racial and socioeconomic disparities in predictive policing and sentencing outcomes.
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