Menu

Prediction of Mental Health Problems in University Students Using Machine Learning

In Pakistan, psychological health issues such as stress, anxiety, and depression have become major concerns among university students. In this project, we explore the factors contributing to stress, anxiety, and depression and predict the levels of stress, anxiety, and depression among university students. The data is collected from students of Namal University Mianwali and different universities across Pakistan via Google Forms using the DASS-21 and WHOQOL scales. The most accurate models found for predicting the levels of stress, anxiety, and depression are Logistic Regression, Neural Networks, and Support Vector Machines, respectively.

Keywords: Stress,Anxiety,Depression,Mental Health,Machine Learning
Tools: python,excel
Department: Department of Mathematics

Project Team Members

Name Email
Zunaira Batool zunaira2020@namal.edu.pk
Ammara Saeed ammarasaeed2020@namal.edu.pk

Project Poster

Related Projects

Career Development Center

Our primary goal is to empower students by providing guidance for internships, experiential education, full-time employment, and higher education choices based on current job market trends.

Important Links

Get In Touch

Address: 30 km Talagang Road, Mianwali, 42250, Pakistan.

Phone: +92 (0) 459-236995 Ext. 101, 107

WhatsApp:+92 300 9236995

Email: info@namal.edu.pk

Copyrights © 2024. Namal University Mianwali. All Rights Reserved.