Early Detection of Severe Functional Impairment Among Adolescents With Major Depression Using Logistic Classifier

Early Detection of Severe Functional Impairment Among Adolescents With Major Depression Using Logistic Classifier

Machine learning is about finding patterns and making predictions from raw data. In this study, we aimed to achieve two goals by utilizing the modern logistic regression model as a statistical tool and classifier. First, we analyzed the associations between Major Depressive Episode with Severe Impai...

Full description

Bibliographic Details
Main Authors: I.-Ming Chiu, Wenhua Lu, Fangming Tian, Daniel Hart
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Public Health
Subjects:
major depressive episode with severe impairment
National Survey on Drug Use and Health
recall/accuracy rate
machine learning
logistic regression model/classifier
Online Access:https://www.frontiersin.org/articles/10.3389/fpubh.2020.622007/full

Internet

https://www.frontiersin.org/articles/10.3389/fpubh.2020.622007/full

Similar Items