Robotics & Machine Learning Daily News2024,Issue(Sep.2) :94-95.

Studies from Hainan University Yield New Information about Support Vector Machin es (Feature Selection By Universum Embedding)

Robotics & Machine Learning Daily News2024,Issue(Sep.2) :94-95.

Studies from Hainan University Yield New Information about Support Vector Machin es (Feature Selection By Universum Embedding)

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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.”

Key words

Haikou/People’s Republic of China/Asia/Emerging Technologies/Machine Learning/Support Vector Machines/Vector Machi nes/Hainan University

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出版年

2024
Robotics & Machine Learning Daily News

Robotics & Machine Learning Daily News

ISSN:
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