Measuring GPU-accelerated parallel SVM performance using large datasets for multi-class machine learning problem

• Main Authors: Sulaiman, M.A.H.B., Suliman, A., Ahmad, A.R.
• Published: 2018
• Online Access: http://dspace.uniten.edu.my/jspui/handle/123456789/8746

This paper presents performance evaluation of GPU-accelerated Support Vector Machines (SVMs) using large datasets. Although SVMs algorithm is popular among machine learning researchers and data mining practitioners, its computational time is too long and impractical for large datasets due to its com...