The prediction and impact of self-criticism on non-suicidal self-injury in adolescents: A study based on machine learning

This study uniquely combines machine learning with structural equation modeling to investigate how self-criticism affects non-suicidal self-injury (NSSI) behaviors in adolescents. Using a Support Vector Machine (SVM) for binary classification (distinguishing NSSI presence/absence) and XGBRegressor f...

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Үндсэн зохиолчид:	Xiaoning Huo, Xuan Liu, Yiying Wang, Linhan Yang, Yuting Huang, Yannan Wang, Haozhong Zheng, Xuan Zhao
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Elsevier 2026-05-01
Цуврал:	Acta Psychologica
Нөхцлүүд:	Non-suicidal self-injury Self-criticism Emotional regulation difficulties Public self-consciousness Machine learning Structural equation modeling
Онлайн хандалт:	http://www.sciencedirect.com/science/article/pii/S0001691826004567
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!