Different classification methods from the Weka toolkit (Hall et al., 2009) have been applied, including: Naïve Bayes, Logistic Regression, Decision trees, Classification and Regression trees, and Support Vector Machines (SVM).
the best performance was achieved with SVM, which has been setup to use Sequential Minimal Optimization with a Linear kernel as the training algorithm.