Let R be a set of rumours, each of which consists of tweets discussing it, is the complete set of tweets from all rumours.
we formulate the rumour classifica-  tion problem as transfer learning, where unseen rumours (or rumours with few initial tweets observed) are classified using already known rumours -a much harder and more practical setting.