Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning DailyNews Daily News – Investigators publish new report on Su pport Vector Machines. According to newsreporting originating from Haikou, Peop le’s Republic of China, by NewsRx correspondents, research stated,“Feature sele ction in classification is an important task in machine learning. Inspired by th e success ofUniversum support vector machine proposed by Weston et al. on impro ving the classification ability ofclassical support vector machine, this paper considers a special type of Universum and further lets it playits role in both useful feature identification and separating hyperplane construction, aiming to improveboth the feature selection ability and classification performance of Uni versum support vector machine.”