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A classification for complex imbalanced data in disease screening and early diagnosis

Imbalanced classification has drawn considerable attention in the statistics and machine learning literature. Typically, traditional classification methods often perform poorly when a severely skewed class distribution is observed, not to mention under a high‐dimensional longitudinal data structure....

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Detalles Bibliográficos
Autores principales: Li, Yiming, Hsu, Wei‐Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9541048/
https://www.ncbi.nlm.nih.gov/pubmed/35603639
http://dx.doi.org/10.1002/sim.9442