Hyperparameter settings of each models.

Hyperparameter settings of each models.

<div><p>Objective</p><p>To develop a predictive model for evaluating depression among middle-aged and elderly individuals in China.</p><p>Methods</p><p>Participants aged ≥ 45 from the 2020 China Health and Retirement Survey (CHARLS) cross-sectional stu...

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Bibliographic Details
Main Author:	Zhe Wang (41178) (author)
Other Authors:	Ni Jia (14349069) (author)
Published:	2025
Subjects:	Medicine Biotechnology Developmental Biology Cancer Mental Health Mathematical Sciences not elsewhere classified using machine learning shapley additive interpretation external validation cohort 2020 database cohort predicting depressive symptoms 2020 china health training cohort reported health depressive mood xlink "> test set sleep duration shaanxi province sectional study retirement survey questionnaire survey life satisfaction large population identifying depression elderly population elderly individuals effective tool depression prediction cognitive function
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