AVC: Selecting discriminative features on basis of AUC by maximizing variable complementarity

BACKGROUND: The Receiver Operator Characteristic (ROC) curve is well-known in evaluating classification performance in biomedical field. Owing to its superiority in dealing with imbalanced and cost-sensitive data, the ROC curve has been exploited as a popular metric to evaluate and find out disease-...

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Detalles Bibliográficos
Autores principales: Sun, Lei, Wang, Jun, Wei, Jinmao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5374660/
https://www.ncbi.nlm.nih.gov/pubmed/28361689
http://dx.doi.org/10.1186/s12859-017-1468-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5374660/
https://www.ncbi.nlm.nih.gov/pubmed/28361689
http://dx.doi.org/10.1186/s12859-017-1468-4

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