For example, if we have pattern A which is very similar to some eventbearing patterns in the training data, and pattern B which is quite different from any pattern in the training data, the event tagger will treat them the same.
the sentence classifier provides more graded matching, and gives the sentence containing pattern A higher score because they share a lot of words.