Open access
Aug 2026
Depression prediction and key factors: A comparative analysis of logistic regression and machine learning models
Depression was also more prevalent among younger adults, women, and individuals with poor self-rated health, stress, and sleep disturbances, and Combining both can enhance depression prediction and screening in public health practice.
Kripa Josten, Vennila Jaganathan
· PLoS ONE · 0 citations