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一个基于集群的SMOTE双采样 (CSBBoost) 整体算法用于分类不平衡数据.

Amir Reza Salehi1, Majid Khedmati2

  • 1Department of Industrial Engineering, Sharif University of Technology, 9414 Azadi Ave, P.O. Box 11155, Tehran, 1458889694, Iran.

Scientific reports
|March 2, 2024
PubMed
概括

一个新的基于集群的合成少数群体过量采样技术 (SMOTE) 两种采样 (CSBBoost) 组合算法有效地分类不平衡的数据. 这种新的方法在平衡数据集和提高分类准确性方面优于现有方法.

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