Almost politically acceptable criminal justice risk assessment

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Research In criminal justice risk forecasting, one can prove that it is impossible to optimize accuracy and fairness at the same time. One can also prove that usually it is impossible optimize simultaneously all of the usual group definitions of fairness. In policy settings, one necessarily is left...

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Bibliographic Details
Main Author: Berk, Richard (Author)
Contributors: Elzarka, Ayya A.
Format: Electronic Article
Language:English
Published: 2020
In: Criminology & public policy
Year: 2020, Volume: 19, Issue: 4, Pages: 1231-1257
Online Access: Presumably Free Access
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Keywords:
Fairness
Forecasting
machine learning
racial bias
Risk Assessment