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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...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2022
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| Materias: | |
| 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 |