Can the Random Forests Model Improve the Power to Predict the Inten-tion of the Elderly in a Community to Participate in a Cognitive Health Promotion Program?

Can the Random Forests Model Improve the Power to Predict the Inten-tion of the Elderly in a Community to Participate in a Cognitive Health Promotion Program?

Background: We aimed to develop a model predicting the participation of the elderly in a cognitive health program using the random forest algorithm and presented baseline information for enhancing cognitive health. Methods: This study analyzed the raw data of Seoul Welfare Panel Study (SWPS) (20...

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Bibliographic Details
Main Author: Haewon BYEON
Format: Article
Language:English
Published: Tehran University of Medical Sciences 2021-02-01
Series:Iranian Journal of Public Health
Subjects:
Cognitive health promotion program
Prediction model
Decision tree
Random forest
Online Access:https://ijph.tums.ac.ir/index.php/ijph/article/view/17222

Internet

https://ijph.tums.ac.ir/index.php/ijph/article/view/17222

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