For the feature set that contains only information about gaze behavior combined with information about the speaker (Gaze+SP), both classifiers perform significantly better when exploiting gaze information of all meeting participants.
when using solely focus of visual attention to identify the addressee of a dialogue act, listeners' focus of attention provides valuable information for addressee prediction.