Cost-Constrained feature selection in binary classification: adaptations for greedy forward selection and genetic algorithms

被引:0
|
作者
Rudolf Jagdhuber
Michel Lang
Arnulf Stenzl
Jochen Neuhaus
Jörg Rahnenführer
机构
[1] Department of Statistics,
[2] TU Dortmund,undefined
[3] numares AG,undefined
[4] Klinik für Urologie,undefined
[5] Universitätsklinikum Tübingen,undefined
[6] Universitätsklinikum Leipzig AöR,undefined
[7] Department für Operative Medizin,undefined
[8] Klinik und Poliklinik für Urologie,undefined
来源
关键词
Feature cost; Genetic algorithm; Budget constraint; Cost limit; Feature selection;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Cost-constrained selection of strand diameter and number in a litz-wire transformer winding
    Sullivan, CR
    IEEE TRANSACTIONS ON POWER ELECTRONICS, 2001, 16 (02) : 281 - 288
  • [42] Semi-greedy heuristics for feature selection with test cost constraints
    Min F.
    Xu J.
    Granular Computing, 2016, 1 (03) : 199 - 211
  • [43] Genetic Support Vector Classification and Feature Selection
    Mejia-Guevaara, Ivan
    Kuri-Morales, Angel
    PROCEEDINGS OF THE SPECIAL SESSION OF THE SEVENTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE - MICAI 2008, 2008, : 75 - +
  • [44] Toward integrating feature selection algorithms for classification and clustering
    Liu, H
    Yu, L
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2005, 17 (04) : 491 - 502
  • [45] Simultaneous feature selection and classification based on genetic algorithms: an application to colonic polyp detection
    Zheng, Yalin
    Yang, Xiaoyun
    Siddique, Musib
    Beddoe, Gareth
    MEDICAL IMAGING 2008: COMPUTER-AIDED DIAGNOSIS, PTS 1 AND 2, 2008, 6915
  • [46] Comparison of feature selection algorithms for texture image classification
    Manian, V
    Vega, A
    Vásquez, R
    VISUAL INFORMATION PROCESSING X, 2001, 4388 : 56 - 64
  • [47] Feature selection algorithms to improve documents' classification performance
    Sousa, PAC
    Pimentao, JP
    Santos, BRD
    Moura-Pires, F
    ADVANCES IN WEB INTELLIGENCE, 2003, 2663 : 288 - 296
  • [48] Feature selection algorithms in classification problems: an experimental evaluation
    Salappa, A.
    Doumpos, M.
    Zopounidis, C.
    OPTIMIZATION METHODS & SOFTWARE, 2007, 22 (01): : 199 - 214
  • [49] Fusion Approaches of Feature Selection Algorithms for Classification Problems
    Jesus, Jhoseph
    Araujo, Daniel
    Canuto, Anne
    PROCEEDINGS OF 2016 5TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS 2016), 2016, : 379 - 384
  • [50] Adapting Feature Selection Algorithms for the Classification of Chinese Texts
    Liu, Xuan
    Wang, Shuang
    Lu, Siyu
    Yin, Zhengtong
    Li, Xiaolu
    Yin, Lirong
    Tian, Jiawei
    Zheng, Wenfeng
    SYSTEMS, 2023, 11 (09):