Classifiers, either support vector machine (SVM) or logistic regression (LR), can then be trained with the unified representation (Ngiam et al., 2011;Srivastava and Salakhutdinov, 2012).
the LR classifier is used to make the final prediction in our experiments since it keeps to deliver the best performance.