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Stable reliability diagrams for probabilistic classifiers

A probability forecast or probabilistic classifier is reliable or calibrated if the predicted probabilities are matched by ex post observed frequencies, as examined visually in reliability diagrams. The classical binning and counting approach to plotting reliability diagrams has been hampered by a l...

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Detalles Bibliográficos
Autores principales: Dimitriadis, Timo, Gneiting, Tilmann, Jordan, Alexander I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7923594/
https://www.ncbi.nlm.nih.gov/pubmed/33597296
http://dx.doi.org/10.1073/pnas.2016191118