Traditional machine learning, mainly supervised follows the assumptions of closed-world i.e., for each testing class, a training class is available. However, such learning models fail to identify classes, which were not available during time. These classes can be referred as unseen . Open-world Machine Learning (OWML) novel technique, deals with classes. Although OWML around few years and many ...