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Optimal selection of resampling methods for imbalanced data with high complexity
Class imbalance is a major problem in classification, wherein the decision boundary is easily biased toward the majority class. A data-level solution (resampling) is one possible solution to this problem. However, several studies have shown that resampling methods can deteriorate the classification...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374143/ https://www.ncbi.nlm.nih.gov/pubmed/37498823 http://dx.doi.org/10.1371/journal.pone.0288540 |