Comparison of Machine Learning Models for Predicting Suicide Attempts among Korean Adolescents with Suicidal Ideation: Secondary Data Analysis Based on 20th Korea Youth Risk Behavior Survey.

Purpose: This study aimed to identify the factors associated with the progression from suicidal ideation to suicide attempts and to compare the predictive performance of various machine learning models. Methods: We conducted a secondary analysis using original data from the 20th Korea Youth Risk Beh...

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Bibliographic Details
Published in:Journal of Korean Academy of Psychiatric & Mental Health Nursing (JKPMHN) Vol. 34; pp. 57 - 69
Main Authors: Jang, Yang-Min, Heo, Myoung-Lyun
Format: research tables/charts Journal Article
Published: Korean Academy of Psychiatric & Mental Health Nursing 2025 Special Issue
Online Access:View this record in EBSCOhost