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

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 eectiveness of the LightTwinSVM program in terms of accuracy. This program can be used by researchers, students, and practitioners to solve classifications tasks.