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
  • [21] Comparing logistic regression, support vector machines, and permanental classification methods in predicting hypertension
    Hsin-Hsiung Huang
    Tu Xu
    Jie Yang
    BMC Proceedings, 8 (Suppl 1)
  • [22] Improving process operations using support vector machines and decision trees
    Jemwa, GT
    Aldrich, C
    AICHE JOURNAL, 2005, 51 (02) : 526 - 543
  • [23] Using Support Vector Machines for Intelligent Service Agents Decision Making
    Khosravifar, Babak
    Bouguessa, Mohamed
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION (MLDM 2016), 2016, 9729 : 73 - 87
  • [24] Internal validation of predictive logistic regression models for decision-making in wildlife management
    Gude, Justin A.
    Mitchell, Michael S.
    Ausband, David E.
    Sime, Carolyn A.
    Bangs, Edward E.
    WILDLIFE BIOLOGY, 2009, 15 (04) : 352 - 369
  • [25] Improving the performance of support vector machines by learning feature maps
    Wada, K
    Saito, H
    Tsukahara, H
    Chao, JH
    PROCEEDINGS OF THE 2005 INTERNATIONAL CONFERENCE ON NEURAL NETWORKS AND BRAIN, VOLS 1-3, 2005, : 1714 - 1719
  • [26] Improving sale performance prediction using support vector machines
    Delgado-Gomez, David
    Aguado, David
    Lopez-Castroman, Jorge
    Santacruz, Carlos
    Artes-Rodriguez, Antonio
    EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (05) : 5129 - 5132
  • [27] Improving Support Vector Machines Performance Using Local Search
    Consoli, S.
    Kustra, J.
    Vos, P.
    Hendriks, M.
    Mavroeidis, D.
    MACHINE LEARNING, OPTIMIZATION, AND BIG DATA, MOD 2017, 2018, 10710 : 16 - 28
  • [28] Improving team decision-making performance with collaborative modeling
    Jeffery, Arthur
    Maes, Jeanne
    Bratton-Jeffery, Mary
    TEAM PERFORMANCE MANAGEMENT, 2005, 11 (1-2) : 40 - +
  • [29] Using Support Vector Machine to Construct a Predictive Model for Clinical Decision-Making of Ventilation Weaning
    Yang, Hao-Yung
    Hsu, Jiin-Chyr
    Chen, Yung-Fu
    Jiang, Xiaoyi
    Chen, Tainsong
    2008 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-8, 2008, : 3981 - +
  • [30] IMPROVING THE EFFECTIVENESS OF STRATEGIC DECISION-MAKING USING AN INTEGRATED DECISION SUPPORT SYSTEM
    BIDGOLI, H
    ATTARAN, M
    INFORMATION AND SOFTWARE TECHNOLOGY, 1988, 30 (05) : 278 - 284