Capped Linex Metric Twin Support Vector Machine for Robust Classification

In this paper, a novel robust loss function is designed, namely, capped linear loss function [Formula: see text]. Simultaneously, we give some ideal and important properties of [Formula: see text] , such as boundedness, nonconvexity and robustness. Furthermore, a new binary classification learning m...

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Detalles Bibliográficos
Autores principales: Wang, Yifan, Yu, Guolin, Ma, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460655/
https://www.ncbi.nlm.nih.gov/pubmed/36081040
http://dx.doi.org/10.3390/s22176583

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460655/
https://www.ncbi.nlm.nih.gov/pubmed/36081040
http://dx.doi.org/10.3390/s22176583

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