Comparison of the performance of machine learning-based algorithms for predicting depression and anxiety among University Students in Bangladesh: A result of the first wave of the COVID-19 pandemic

• Hauptverfasser: Md Iqbal Hossain Nayan (Verfasst von), M Sheikh Giash Uddin (Verfasst von), Md Ismail Hossain (Verfasst von), Md Mohibul Alam (Verfasst von), Maliha Afroj Zinnia (Verfasst von), Iqramul Haq (Verfasst von), Md Moshiur Rahman (Verfasst von), Rejwana Ria (Verfasst von), Md Injamul Haq Methun (Verfasst von)
• Format: Buch
• Veröffentlicht: Wolters Kluwer Medknow Publications, 2022-01-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

Introduction: The purpose of this research was to predict mental illness among university students using various machine learning (ML) algorithms. Methods: A structured questionnaire-based online survey was conducted on 2121 university students (private and public) living in Bangladesh. After obtain...