A Comparison of Logistic Regression, Classification and Regression Tree, and Neural Networks Models in Predicting Violent Re-Offending

Previous studies that have compared logistic regression (LR), classification and regression tree (CART), and neural networks (NNs) models for their predictive validity have shown inconsistent results in demonstrating superiority of any one model. The three models were tested in a prospective sample...

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Detalles Bibliográficos
Autor principal: Liu, Yuan Y. (Autor)
Otros Autores: Yang, Mingshi 1660-1736 ; Ramsay, Malcolm ; Li, Xiao S. ; Coid, Jeremy W.
Tipo de documento: Electrónico Artículo
Lenguaje:Inglés
Publicado: 2011
En: Journal of quantitative criminology
Año: 2011, Volumen: 27, Número: 4, Páginas: 547-573
Acceso en línea: Volltext (lizenzpflichtig)
Volltext (lizenzpflichtig)
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Palabras clave:
HCR-20
Classification and regression tree
Neural networks
Risk Assessment
Violence reconviction