Supporting the observations we have made from the experiments on Dataset 1, we see CNN-SVM outperforming CNN on Dataset 2.
when we use all the features, CNN alone (F1-score: 89.73%) does not outperform the state of the art (Ptácek et al., 2014) (F1-score: 92.37%).