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Conformal prediction for reliable machine learning : theory, adaptations and applications /

The conformal predictions framework is a recent development in machine learning that can associate a reliable measure of confidence with a prediction in any real-world pattern recognition application, including risk-sensitive applications such as medical diagnosis, face recognition, and financial ri...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Balasubramanian, Vineeth, Ho, Shen-Shyang, Vovk, Vladimir, 1960-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Waltham, MA : Morgan Kaufmann, 2014.
Edición:1st ed.
Temas:
Acceso en línea:Texto completo (Requiere registro previo con correo institucional)