Criminal Justice Forecasts of Risk A Machine Learning Approach /

Machine learning and nonparametric function estimation procedures can be effectively used in forecasting. One important and current application is used to make forecasts of "future dangerousness" to inform criminal justice decision. Examples include the decision to release an individual on...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Berk, Richard (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2012.
Edición:1st ed. 2012.
Colección:SpringerBriefs in Computer Science,
Temas:
Artificial intelligence.
Statistics .
Computer science-Mathematics.
Mathematical statistics.
Artificial Intelligence.
Statistical Theory and Methods.
Probability and Statistics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Getting Started
  • Some Important Background Material
  • A Conceptual Introduction to Classification and Forecasting
  • A More Formal Treatment of Classification and Forecasting
  • Tree-Based Forecasting Methods
  • Examples
  • Implementation
  • Some Concluding Observations About Actuarial Justice and More
  • References.

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