An Efficient Angle-based Universum Least Squares Twin Support Vector Machine for Classification

• Published in: ACM transactions on Internet technology Vol. 21; no. 3; pp. 1 - 24
• Main Authors: Richhariya, B., Tanveer, M.
• Format: Journal Article
• Language: English
• Published: 01.08.2021

Universum-based support vector machine incorporates prior information about the distribution of data in training of the classifier. This leads to better generalization performance but with increased computation cost. Various twin hyperplane-based models are proposed to reduce the computation cost of...