Mixed Integer Linear Programming for Feature Selection in Support Vector Machine

Martine Labbé, Luisa I. Martínez-Merino, Antonio M. Rodríguez-Chía

This work focuses on support vector machine (SVM) with feature selection. A MILP formulation is proposed for the problem. The choice of suitable features to construct the separatin…