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Calibrated simplex-mapping classification

We propose a novel methodology for general multi-class classification in arbitrary feature spaces, which results in a potentially well-calibrated classifier. Calibrated classifiers are important in many applications because, in addition to the prediction of mere class labels, they also yield a confi...

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Detalles Bibliográficos
Autores principales: Heese, Raoul, Schmid, Jochen, Walczak, Michał, Bortz, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9844900/
https://www.ncbi.nlm.nih.gov/pubmed/36649243
http://dx.doi.org/10.1371/journal.pone.0279876