Improved support vector machine classification for imbalanced medical datasets by novel hybrid sampling combining modified mega-trend-diffusion and bagging extreme learning machine model.

Lin, Liang-Sian; Kao, Chen-Huan; Li, Yi-Jie; Chen, Hao-Hsuan; Chen, Hung-Yu

Lin, Liang-Sian; Kao, Chen-Huan; Li, Yi-Jie; Chen, Hao-Hsuan; Chen, Hung-Yu.

Afiliação

Lin LS; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112303, Taiwan.
Kao CH; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112303, Taiwan.
Li YJ; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112303, Taiwan.
Chen HH; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei 112303, Taiwan.
Chen HY; Department of Information Management, National Chin-Yi University of Technology, Taichung 411030, Taiwan.

Math Biosci Eng ; 20(10): 17672-17701, 2023 Sep 15.

Article em En | MEDLINE | ID: mdl-38052532