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基于集成机器学习算法的埃塞俄比亚儿童不完全免疫预测模型构建与 ...
本研究针对埃塞俄比亚5岁以下儿童免疫接种率低的公共卫生挑战,开发了基于集成机器学习算法的预测模型。研究人员整合2016年EDHS和2019年EMDHS数据(n=16,394),采用Bagging、Boosting、Voting和Stacking等集成学习方法,构建了不完全免疫预测模型。最佳模型Bagging Meta ...
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