Formal definition of the MARS method for quantifying the unique target class discoveries of selected machine classifiers

Conventional binary classification performance metrics evaluate either general measures (accuracy, F score) or specific aspects (precision, recall) of a model’s classifying ability. As such, these metrics, derived from the model’s confusion matrix, provide crucial insight regarding classifier-data i...

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Detalles Bibliográficos
Autores principales: Restrepo, Felipe, Mali, Namrata, Abrahams, Alan, Ractham, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2022
Materias:
Method Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9350436/
https://www.ncbi.nlm.nih.gov/pubmed/35967970
http://dx.doi.org/10.12688/f1000research.110567.2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9350436/
https://www.ncbi.nlm.nih.gov/pubmed/35967970
http://dx.doi.org/10.12688/f1000research.110567.2

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