A Semismooth-Newton's-Method-Based Linearization and Approximation Approach for Kernel Support Vector Machines

Chen Jiang, Qingna Li

Support Vector Machines (SVMs) are among the most popular and the best performing classification algorithms. Various approaches have been proposed to reduce the high computation an…