A support vector machine with integer parameters

We describe here a method for building a support vector machine (SVM) with integer parameters. Our method is based on a branchand-bound procedure, derived from modern mixed integer quadratic programming solvers, and is useful for implementing the feedforward phase of the SVM in fixed

• Type: Journal
• Year: 2008
• Where: IJON
• Authors: Davide Anguita, Alessandro Ghio, Stefano Pischiutta, Sandro Ridella
• Keywords: IJON 2008, Integer Quadratic Programming, Support Vector Machine, SVM Algorithm