Article ID: | iaor20101969 |
Volume: | 22 |
Issue: | 1 |
Start Page Number: | 154 |
End Page Number: | 167 |
Publication Date: | Dec 2010 |
Journal: | INFORMS Journal on Computing |
Authors: | Carrizosa Emilio, Morales Dolores Romero, Martin-Barragan Belen |
Keywords: | support vector machines |
The widely used support vector machine (SVM) method has shown to yield very good results in supervised classification problems. Other methods such as classification trees have become more popular among practitioners than SVM thanks to their interpretability, which is an important issue in data mining.