In the experiment in Section 5, SVM classifiers were trained for words which occur more than 20 times in the training corpus.
the simple ensemble described here is summarized as follows: we use the SVM classifier for high frequency words those which occur more than 20 times and the Naive Bayes classifier for the low frequency words.