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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-...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2017
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| 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 |