From maxi-min margin machine classification to regression

The maxi-min margin machine (M 4 ) algorithm, contrast to the traditional support vector machine (SVM) algorithm, gives a more robust solution and gets better generalization performance. In this paper we extend the M 4 classification algorithm to deal with regression problem, and propose a novel reg...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Xiaoming Wang, Xiangnian Huang
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Classification algorithms Educational institutions Kernel kernel method maxi-min margin machine Optimization Robustness Support vector machines support vector regression Training
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!