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
Otros Autores: Balasubramanian, Vineeth, author (author), Ho, Shen-Shyang, author, Vovk, Vladimir, 1960- author
Formato: Libro electrónico
Idioma:Inglés
Publicado: Waltham, Massachusetts : Morgan Kaufmann 2014.
Edición:1st ed
Materias:
Ver en Biblioteca Universitat Ramon Llull:https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628186306719
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Publicado 2014
Libro