Distance Metric Based Oversampling Method for Bioinformatics and Performance Evaluation.

An imbalanced classification means that a dataset has an unequal class distribution among its population. For any given dataset, regardless of any balancing issue, the predictions made by most classification methods are highly accurate for the majority class but significantly less accurate for the m...

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Detalles Bibliográficos
Publicado en:Journal of Medical Systems Vol. 40; no. 7; pp. 1 - 10
Autores principales: Tsai, Meng-Fong, Yu, Shyr-Shen
Formato: equations & formulas research tables/charts Journal Article
Publicado: Springer Nature Jul2016
Acceso en línea:Ver este registro en EBSCOhost