The Application of Machine Learning to a General Risk–Need Assessment Instrument in the Prediction of Criminal Recidivism

The Level of Service/Case Management Inventory (LS/CMI) is one of the most frequently used tools to assess criminogenic risk–need in justice-involved individuals. Meta-analytic research demonstrates strong predictive accuracy for various recidivism outcomes. In this exploratory study, we applied mac...

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Bibliographic Details
Authors: Ghasemi, Mehdi (Author) ; Anvari, Daniel (Author) ; Atapour, Mahshid (Author) ; Stephen wormith, J. (Author) ; Stockdale, Keira C. (Author) ; Spiteri, Raymond J. (Author)
Format: Electronic Article
Language:English
Published: 2021
In: Criminal justice and behavior
Year: 2021, Volume: 48, Issue: 4, Pages: 518-538
Online Access: Presumably Free Access
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Keywords:
Machine Learning
Predictive accuracy
risk–need assessment
LS/CMI