随机森林
特征选择
2型糖尿病
计算机科学
梯度升压
人工智能
集成学习
Boosting(机器学习)
机器学习
统计
医学
糖尿病
数学
内分泌学
作者
Min Zhao,Jin Wan,Wenzhi Qin,Xin Huang,Guangdi Chen,Xinyuan Zhao
标识
DOI:10.1016/j.cmpb.2023.107537
摘要
This was the first demonstration of T2DM classification with machine learning under urinary and dietary metal exposure. Improved prediction precision illustrated the effectiveness of the proposed machine learning-based diagnosis model facilitated lifestyle/dietary intervention for T2DM prevention.
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