Showing 1 - 10 of 265
nonparametric approach based on a combination of kernel logistic regression and ¡support vector regression. …
Persistent link: https://www.econbiz.de/10010516923
The paper brings together methods from two disciplines: machine learning theory and robust statistics. Robustness …. Kernel logistic regression, support vector machines, least squares and the AdaBoost loss function are treated as special …
Persistent link: https://www.econbiz.de/10010477496
Classification models are very sensitive to data uncertainty, and finding robust classifiers that are less sensitive to data uncertainty has raised great interest in the machine learning literature. This paper aims to construct robust support vector machine classifiers under feature data...
Persistent link: https://www.econbiz.de/10013368291
Persistent link: https://www.econbiz.de/10013415854
Persistent link: https://www.econbiz.de/10003568918
Persistent link: https://www.econbiz.de/10011516639
Persistent link: https://www.econbiz.de/10011616197
Persistent link: https://www.econbiz.de/10012238668
Persistent link: https://www.econbiz.de/10011823477
Persistent link: https://www.econbiz.de/10014566312