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Statistical independence for the evaluation of classifier-based diagnosis

Machine learning techniques are increasingly adopted in computer-aided diagnosis. Evaluation methods for classification results that are based on the study of one or more metrics can be unable to distinguish between cases in which the classifier is discriminating the classes from cases in which it i...

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Detalles Bibliográficos
Autores principales: Olivetti, Emanuele, Greiner, Susanne, Avesani, Paolo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4883157/
https://www.ncbi.nlm.nih.gov/pubmed/27747500
http://dx.doi.org/10.1007/s40708-014-0007-6