Reformulate Or Quit: Predicting User Abandonment In Ideal Sessions

We present a comparison of different types of features for predicting session abandonment. We show that under ideal conditions for identifying topical sessions, the best features are those related to user actions and document relevance, while features related to query/document similarity actually hurt prediction abandonment.