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Concept Development and Use of an Automated Food Intake and Eating Behavior Assessment Method
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使用机器学习识别和预测荷兰人口的饮食模式

Marlijn L van Houwelingen1, Yinjie Zhu2,3

  • 1Consumption and Healthy Lifestyles Chair Group, Wageningen University & Research, Hollandseweg 1, 6706 KN, Wageningen, The Netherlands.

European journal of nutrition
|October 23, 2025
PubMed
概括

机器学习在荷兰人口中发现了两种饮食模式:传统和健康意识. 这些发现可以为公共卫生干预和饮食指南提供信息.

关键词:
分类 分类 分类 分类.集群分析就是对集群进行分析.饮食模式 饮食模式机器学习 机器学习

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Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
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