Using interpretable machine learning methods to identify the relative importance of lifestyle factors for overweight and obesity in adults: pooled evidence from CHNS and NHANES

• Main Authors: Zhiyuan Sun (Author), Yunhao Yuan (Author), Vahid Farrahi (Author), Fabian Herold (Author), Zhengwang Xia (Author), Xuan Xiong (Author), Zhiyuan Qiao (Author), Yifan Shi (Author), Yahui Yang (Author), Kai Qi (Author), Yufei Liu (Author), Decheng Xu (Author), Liye Zou (Author), Aiguo Chen (Author)
• Format: Book
• Published: BMC, 2024-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract Background Overweight and obesity pose a huge burden on individuals and society. While the relationship between lifestyle factors and overweight and obesity is well-established, the relative contribution of specific lifestyle factors remains unclear. To address this gap in the literature, t...