A hybrid sampling algorithm combining synthetic minority over-sampling technique and edited nearest neighbor for missed abortion diagnosis

BMC Medical Informatics and Decision Making

Research

Kang Wang¹  Jiejie Song²  Lisha Sun²  Fangyuan Yang²  Mengjiao Zhai²  Hong Wang² 

[1] Autobio Labtec Instruments Co. Ltd., 450016, Zhengzhou, Henan, China;Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, 454000, Jiaozuo, Henan, China;

关键词: Imbalanced medical data;    Data sampling;    Decision tree;    Ensemble algorithm;   

DOI  :  10.1186/s12911-022-02075-2

 received in 2022-03-29, accepted in 2022-12-02,  发布年份 2022

来源: Springer

【 授权许可】

CC BY   
© The Author(s) 2022

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