Female Recidivism Prediction
نویسندگان
چکیده
منابع مشابه
Interpretable Classification Models for Recidivism Prediction
We investigate a long-debated question, which is how to create predictive models of recidivism that are sufficiently accurate, transparent, and interpretable to use for decision-making. This question is complicated as these models are used to support different decisions, from sentencing, to determining release on probation, to allocating preventative social services. Each case might have an obj...
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Exhibitionists have traditionally been regarded as nuisance offenders. However, empirical studies show that some offenders can be highly recidivistic and can escalate to incidents of Hands-on sexual assault. The objective of this study was to investigate predictors of recidivism in exhibitionists and clarify the differences between Hands-on and Hands-off sexual recidivists. The hundred and twen...
متن کاملAccuracy and Racial Biases of Recidivism Prediction Instruments
Algorithms have recently become prevalent in the criminal justice system. Tools known as recidivism prediction instruments (RPIs) are being used all over the country to assess the likelihood that a criminal defendant will reoffend at some point in the future. In June of 2016, researchers at ProPublica published an analysis claiming an RPI called COMPAS was biased against black defendants. This ...
متن کاملA Machine Learning Researcher's Foray into Recidivism Prediction
We discuss an application of machine learning to recidivism prediction. Our initial results motivate the need for a methodology for technique selection for applications that involve unequal but unknown error costs, a skewed data set, or both. Evaluation methodologies traditionally used in machine learning are inadequate for analyzing performance in these situations, although they arise frequent...
متن کاملActuarial prediction of violent recidivism in mentally disordered offenders.
BACKGROUND Actuarial instruments may be useful in predicting long-term violence in mentally disordered patients. We compared two instruments that differ in terms of what they are designed to predict (general versus violent recividism) and the inclusion of stable mental health variables. METHOD A large sample of mentally disordered patients were scored on two risk assessment instruments, the V...
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ژورنال
عنوان ژورنال: Procedia - Social and Behavioral Sciences
سال: 2013
ISSN: 1877-0428
DOI: 10.1016/j.sbspro.2013.04.248