As shown in Figure 4, "SVM+NB" significantly outperformed "SVM+BL" for low frequency words, and the number of word types (N (o)) became obviously greater when o was small.
the Naive Bayes classifier proposed here could probably handle many more low frequency words than the baseline classifier.