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An Improved Hybrid Approach for Handling Class Imbalance Problem

Class imbalance issue that presents in many real-world datasets exhibit favouritism toward the majority class and showcases poor performance for the minority class. Such misclassifications may incur dubious outcome in case of disease diagnosis and other critical applications. Hence, it is a hot topi...

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Detalles Bibliográficos
Autores principales: Desuky, Abeer S., Hussain, Sadiq
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7841761/
https://www.ncbi.nlm.nih.gov/pubmed/33532169
http://dx.doi.org/10.1007/s13369-021-05347-7