Similar to the preliminary classification phase of , we also use word-based SVM as our binary classifier, which is fast and performs well in text classification (Joachims, 2002;Wang and Manning, 2012).
we use bag-ofwords TF-IDF features, chi-square for feature selection and linear kernel for binary classification.