Relative Density-Based Intuitionistic Fuzzy SVM for Class Imbalance Learning

The support vector machine (SVM) has been combined with the intuitionistic fuzzy set to suppress the negative impact of noises and outliers in classification. However, it has some inherent defects, resulting in the inaccurate prior distribution estimation for datasets, especially the imbalanced data...

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Detalles Bibliográficos
Autores principales: Fu, Cui, Zhou, Shuisheng, Zhang, Dan, Chen, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857943/
https://www.ncbi.nlm.nih.gov/pubmed/36673175
http://dx.doi.org/10.3390/e25010034

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857943/
https://www.ncbi.nlm.nih.gov/pubmed/36673175
http://dx.doi.org/10.3390/e25010034

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