Predicting Depression during the COVID-19 Pandemic Using Interpretable TabNet: A Case Study in South Korea

COVID-19 has further aggravated problems by compelling people to stay indoors and limit social interactions, leading to a worsening of the depression situation. This study aimed to construct a TabNet model combined with SHapley Additive exPlanations (SHAP) to predict depression in South Korean socie...

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Bibliographic Details
Main Authors: Hung Viet Nguyen, Haewon Byeon
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/11/14/3145