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Overlap-Based Undersampling Method for Classification of Imbalanced Medical Datasets

Early diagnosis of some life-threatening diseases such as cancers and heart is crucial for effective treatments. Supervised machine learning has proved to be a very useful tool to serve this purpose. Historical data of patients including clinical and demographic information is used for training lear...

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Detalles Bibliográficos
Autores principales: Vuttipittayamongkol, Pattaramon, Elyan, Eyad
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256568/
http://dx.doi.org/10.1007/978-3-030-49186-4_30