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The effect of class imbalance on case selection for case-based classifiers: An empirical study in the context of medical decision support
Case selection is a useful approach for increasing the efficiency and performance of case-based classifiers. Multiple techniques have been designed to perform case selection. This paper empirically investigates how class imbalance in the available set of training cases can impact the performance of...
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| Principais autores: | , , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2011
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3834538/ https://ncbi.nlm.nih.gov/pubmed/21820273 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neunet.2011.07.002 |
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