Method Accuracy % F-score % Elapsed time for 10-fold cv SVM-linear 0.809 0.726 9.70s SVM-poly 0.808 0.737 10.61s LR 0.821 0.769 6.86s ANN 0.825 0.777 50.5s LDA 0.811 0.755 0.11s KNN 0.758 0.639 0.38s C45 0.766 0.714 9.3s NaiveBayes 0.805 0.739 8.7s

Table 1: Performance of Classifiers trained on full feature set. Results are obtained from 10-fold cross validation.