Students’ stress prediction and explainable analysis based on improved decision trees

The research results provide a scientific and effective basis for intervention measures taken by mental health educators, parents, and students themselves, which is helpful to relieve students' stress and promote their physical and mental health.

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Publication Details

Journal
Frontiers in Psychology
Published
2026-01-02
DOI
https://doi.org/10.3389/fpsyg.2025.1684529
Primary Topic
Mental Health via Writing
Type
article
Field-Weighted Citation Impact
0.00
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article

Students’ stress prediction and explainable analysis based on improved decision trees

Shuang Yu, Cheng Liu
Frontiers in Psychology
Mental Health via Writing
article

Students’ stress prediction and explainable analysis based on improved decision trees

Shuang Yu, Cheng Liu
article en

Abstract

The research results provide a scientific and effective basis for intervention measures taken by mental health educators, parents, and students themselves, which is helpful to relieve students' stress and promote their physical and mental health.

Frontiers in PsychologyVol. 16
Jiangsu Vocational Institute of Commerce (CN)
Openalex Percentile: Top 99%
Mental Health via Writing
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Students’ stress prediction and explainable analysis based on improved decision trees — Shuang Yu, Cheng Liu · Frontiers in Psychology (2026) | TGRS Research Map | TGRS