Introduction: Mental Health in Bangladeshi Universities Mental health is a cornerstone of overall well-being, impacting students’ academic success, social connections, and long-term trajectories. This study from Bangladesh investigates how common depression, anxiety, and stress are among university students and identifies their key risk factors. It also evaluates how well several machine learning (ML) models can…