Performance of Classification Algorithms Under Class Imbalance: Simulation and Real-World Evidence

Class imbalance is a persistent challenge in machine learning, particularly in high-stakes applications such as medical diagnostics, bioinformatics, and fraud detection, where the minority class often represents critical cases. While prior research has examined the effect of imbalance on classifier...

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Autores principales:	Arshad, Iqra, Umair, Muhammad, Jan, Faheem, Iftikhar, Hasnain, Canas Rodrigues, Paulo, Ivan Gonzales Medina, Ronny, López Gonzales, Javier Linkolk
Formato:	Artículo
Lenguaje:	inglés
Publicado:	2025
Acceso en línea:	Enlace permanente (DOI o Handle) Enlace permanente (DOI o Handle)
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