DOI: 10.17706/IJCEE.2020.12.2.58-71
Multi-class Unbalanced Data Classification for Sleep Staging
Index Terms—Multi-class unbalanced data, SMOTE algorithm, feature selection, sleep staging, SVM.
Dan Li, Tao Zhang, Zhonghui Jiang, and Xiao Wei are with Chengdu Techman Software Co., Ltd, Chengdu, China. Wu Huang is with Sichuan University, Chengdu, China. Guobiao Xu is with China Civil Aviation Flight University, Chengdu, China.
Cite:Dan Li, Wu Huang, Guobiao Xu, Tao Zhang, Zhonghui Jiang, Xiao Wei, "Multi-class Unbalanced Data Classification for Sleep Staging," International Journal of Computer and Electrical Engineering vol. 12, no. 2, pp. 58-71, 2020.
Copyright © 2020 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).
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