A support vector machine (SVM) is a software system that can perform binary classification. For example, you can use an SVM to create a model that predicts the sex of a person (male, female) based on ...

Binary support vector machines (SVMs) have been proven to deliver high performance. In multiclass classification, however, issues remain with respect to variable selection. One challenging issue is ...

A typical example where these occur is in gene microarray analysis. In this paper, we propose a doubly regularized support vector machine (DrSVM). The DrSVM uses the elastic-net penalty, a mixture of ...