Support vector machines versus logistic regression: improving prospective performance in clinical decision-making

被引:56
|
作者
Pochet, NLMM [1 ]
Suykens, JAK [1 ]
机构
[1] Katholieke Univ Leuven, Dept Elect Engn, B-3001 Louvain, Belgium
关键词
D O I
10.1002/uog.2791
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
引用
收藏
页码:607 / 608
页数:2
相关论文
共 50 条
  • [1] Support vector machines, kernel logistic regression and boosting
    Zhu, J
    Hastie, R
    MULTIPLE CLASSIFIER SYSTEMS, 2002, 2364 : 16 - 26
  • [2] Decision-making of Vessel Collision Avoidance Based on Support Vector Regression
    Gang, Longhui
    Ma, Junyi
    Yao, Jiyu
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [3] APPLICATION OF LOGISTIC-REGRESSION AND LOGISTIC DISCRIMINATION IN MEDICAL DECISION-MAKING
    DIETZ, E
    BIOMETRICAL JOURNAL, 1987, 29 (06) : 747 - 751
  • [4] Checklists to support decision-making in regression testing
    Minhas, Nasir Mehmood
    Boerstler, Juergen
    Petersen, Kai
    JOURNAL OF SYSTEMS AND SOFTWARE, 2023, 202
  • [5] A Hybrid Approach of Support Vector Machines with Logistic Regression for β-turn Prediction
    Elbashir, Murtada Khalafallah
    Wang Jianxin
    Wu, FangXiang
    2012 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE WORKSHOPS (BIBMW), 2012,
  • [6] IMPROVING CLINICAL DECISION-MAKING IN NURSING
    JENKINS, HM
    JOURNAL OF NURSING EDUCATION, 1985, 24 (06) : 242 - 243
  • [7] An investigation of the factors influencing cost system functionality using decision trees, support vector machines and logistic regression
    Kuzey, Cemil
    Uyar, Ali
    Delen, Dursun
    INTERNATIONAL JOURNAL OF ACCOUNTING AND INFORMATION MANAGEMENT, 2019, 27 (01) : 27 - 55
  • [8] Support Vector Machines versus Decision Templates in Biomedical Decision Fusion
    Dimou, Ioannis N.
    Zervakis, Michalis E.
    SEVENTH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS, 2008, : 625 - 630
  • [9] Arrhythmia classification using serial fusion of support vector machines and logistic regression
    Uyar, Asli
    Gurgen, Fikret
    IDAACS 2007: PROCEEDINGS OF THE 4TH IEEE WORKSHOP ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS, 2007, : 560 - 565
  • [10] An integrated discriminant analysis rule based on logistic regression and support vector machines
    School of Management, University of Science and Technology of China, Hefei 230026, China
    Xitong Gongcheng Lilum yu Shijian, 2007, 4 (41-46):