SMOTE-CD: SMOTE for compositional data

Compositional data are a special kind of data, represented as a proportion carrying relative information. Although this type of data is widely spread, no solution exists to deal with the cases where the classes are not well balanced. After describing compositional data imbalance, this paper proposes...

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Detalles Bibliográficos
Autores principales: Nguyen, Teo, Mengersen, Kerrie, Sous, Damien, Liquet, Benoit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10309641/
https://www.ncbi.nlm.nih.gov/pubmed/37384667
http://dx.doi.org/10.1371/journal.pone.0287705

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10309641/
https://www.ncbi.nlm.nih.gov/pubmed/37384667
http://dx.doi.org/10.1371/journal.pone.0287705

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