Title : ( LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier )
Authors: amir m. Mir , Jalal A. Nasiri ,
Full TextAbstract
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.
Keywords
LightTwinSVM ;fast implementation;classifications tasks
@article{paperid:1100427,
author = {امیر محمود میر and Nasiri, Jalal A.},
title = {LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier},
journal = {Journal of Open Source Software},
year = {2019},
volume = {4},
number = {35},
month = {March},
issn = {2475-9066},
pages = {1252--1257},
numpages = {5},
keywords = {LightTwinSVM ;fast implementation;classifications tasks},
}
%0 Journal Article
%T LightTwinSVM: A Simple and Fast Implementation of Standard Twin Support Vector Machine Classifier
%A امیر محمود میر
%A Nasiri, Jalal A.
%J Journal of Open Source Software
%@ 2475-9066
%D 2019
