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Early Detection of College Students’ Psychological Problems Based on Decision Tree Model.

Authors :
Yunpeng Huang
Shaoan Li
Bo Lin
Shuai Ma
Jian Guo
Chunli Wang
Source :
Frontiers in Psychology; 8/10/2022, Vol. 13, p1-10, 10p
Publication Year :
2022

Abstract

The paper starts with the research on the early discovery of college students’ psychological problems. Besides, it analyzes the data of the general survey of college students’ mental health in a certain university, the existing data of students with psychological problems, and the questionnaire data of students’ basic information in school. By comprehensively using the decision tree model and Kendall correlation analysis and other methods, using Python and SPSS software to preprocess the data and realize the model, it can obtain a psychological problem prediction model based on the objective behavior data of college students. The model is actually analyzed, and it gets good results. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
16641078
Volume :
13
Database :
Complementary Index
Journal :
Frontiers in Psychology
Publication Type :
Academic Journal
Accession number :
158738331
Full Text :
https://doi.org/10.3389/fpsyg.2022.946998