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F*: an interpretable transformation of the F-measure

The F-measure, also known as the F1-score, is widely used to assess the performance of classification algorithms. However, some researchers find it lacking in intuitive interpretation, questioning the appropriateness of combining two aspects of performance as conceptually distinct as precision and r...

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Detalles Bibliográficos
Autores principales: Hand, David J., Christen, Peter, Kirielle, Nishadi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7958589/
https://www.ncbi.nlm.nih.gov/pubmed/33746357
http://dx.doi.org/10.1007/s10994-021-05964-1