WSEAS Transactions on Information Science and Applications
Print ISSN: 1790-0832, E-ISSN: 2224-3402
Volume 22, 2025
Exploring the Relationship between Parenting Style and College Students' Mental Health based on the SVM Algorithm
Authors: ,
Abstract: This study aims to explore the relationship between parental parenting style and the mental health of college students based on the support vector machine (SVM) algorithm. Collect data on parenting style and mental health status through a questionnaire survey of college students. Using the SVM algorithm to analyze and process data, to reveal the impact mechanism of different parenting styles on the mental health of college students. The research results contribute to a deeper understanding of the role of parenting style in the development of college student's mental health, providing the scientific basis and practical guidance for college students' mental health education, and promoting their comprehensive and healthy growth.
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Keywords: SVM algorithm, Parenting style, College students' mental health, Psychological resilience, Prediction accuracy, Recall
Pages: 326-332
DOI: 10.37394/23209.2025.22.27