LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier

Abstract

This paper presents the LightTwinSVM program and its features. It is a simple and fast implementation of twin support vector machine algorithm (TwinSVM). Numerical experiments on benchmark datasets show the effectiveness of the LightTwinSVM program in terms of accuracy. This program can be used by researchers, students, and practitioners to solve classifications tasks.