Single classifer vs. ensemble machine learning approaches for mental health prediction

• Main Authors: Jetli Chung, Jason Teo
• Format: Article
• Language: English; English
• Published: Springer Nature 2023
• Subjects: QA75.5-76.95 Electronic computers. Computer science; RA790-790.95 Mental health. Mental illness prevention
• Online Access: https://eprints.ums.edu.my/id/eprint/38461/1/ABSTRACT.pdf; https://eprints.ums.edu.my/id/eprint/38461/2/FULL%20TEXT.pdf; https://eprints.ums.edu.my/id/eprint/38461/; https://doi.org/10.1186/s40708-022-00180-6
• Institution: Universiti Malaysia Sabah

Early prediction of mental health issues among individuals is paramount for early diagnosis and treatment by mental health professionals. One of the promising approaches to achieving fully automated computer-based approaches for predicting mental health problems is via machine learning. As such, thi...