Multi-Class Support Vector Machine for Credit Scoring

被引：1
|
作者：
Tang, Bo [1 ]
Qiu, Saibing [1 ]
机构：
[1] Hunan City Univ, Math & Comp Sci Dept, Yiyang 413000, Peoples R China
来源：
ADVANCES IN COMPUTING, CONTROL AND INDUSTRIAL ENGINEERING | 2012年 / 235卷
关键词：
credit scoring; support vector machine; multi-class support vector machine;
D O I：
10.4028/www.scientific.net/AMM.235.419
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The general credit scoring model is to solve the two classification problems, but in real life we often encounter multiple classification problems. This paper proposes a multi-class support vector machine, which can solve multiple classification problems in the behavior assessment model.
引用
收藏
页码：419 / 422
页数：4
相关论文
共 50 条
  • [41] Solution path algorithm for twin multi-class support vector machine
    Chen, Liuyuan
    Zhou, Kanglei
    Jing, Junchang
    Fan, Haiju
    Li, Juntao
    EXPERT SYSTEMS WITH APPLICATIONS, 2022, 210
  • [42] Multi-class Classification using Support Vector Regression Machine with Consistency
    Jia, Wei
    Liang, Junli
    Zhang, Miaohua
    Ye, Xin
    2015 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC), 2015, : 848 - 851
  • [43] Support Vector Machine Based Fast Multi-Class Classification Method
    Song, Zhao-Qing
    Chen, Yao
    Guo, Zhen-Kai
    Zhang, Yuan
    INTERNATIONAL CONFERENCE ON CONTROL ENGINEERING AND AUTOMATION (ICCEA 2014), 2014, : 1 - 7
  • [44] Multi-class classification of air targets based on support vector machine
    Song, Nai-Hua
    Xing, Qing-Hua
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2006, 28 (08): : 1279 - 1281
  • [45] WEIGHTED MULTI-CLASS SUPPORT VECTOR MACHINE BASED ON BINARY TREE
    Mi, Xiao-Ya
    Ha, Ming-Hu
    Chen, Xu
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 1293 - +
  • [46] A NEW SCATTER-BASED MULTI-CLASS SUPPORT VECTOR MACHINE
    Jenssen, Robert
    Kloft, Marius
    Sonnenburg, Soeren
    Zien, Alexander
    Mueller, Klaus-Robert
    2011 IEEE INTERNATIONAL WORKSHOP ON MACHINE LEARNING FOR SIGNAL PROCESSING (MLSP), 2011,
  • [47] A Sparse Multi-class Least-Squares Support Vector Machine
    Xia, Xiao-Lei
    Li, Kang
    2008 IEEE INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS, VOLS 1-5, 2008, : 648 - 653
  • [48] K-SVCR.: A support vector machine for multi-class classification
    Angulo, C
    Parra, X
    Català, A
    NEUROCOMPUTING, 2003, 55 (1-2) : 57 - 77
  • [49] A Novel Multi-class Support Vector Machine Based on Fuzzy Theories
    Zhang, Yong
    Chi, Zhongxian
    Sun, Yu
    INTELLIGENT COMPUTING, PART I: INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, ICIC 2006, PART I, 2006, 4113 : 42 - 50
  • [50] MULTI-CLASS FUZZY SUPPORT VECTOR MACHINE BASED ON DISMISSING MARGIN
    Yan, Wei-Yun
    He, Qiang
    PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-6, 2009, : 1139 - +
12345