MENTAL HEALTH AMONG ADULTS, CAUSES AND MODELS IN MACHINE LEARNING

Abstract: Mental health disorders, anxiety disorder, depression, and even stress, are seen rising among adults compared to preceding generations. The factors that influence adult mental well-being issues are examined for alternative measures to enhance such adult mental well-being through this review. Recently, in the pursuit of care provision support systems include therapy, counseling, workplace mental health initiative, and internet-based programs. The review also covers barriers which include stigma, cost, and limited access. Conclusion The review concerning the systems concludes advising improvements of the support structures for mental health that are universal, accessible, and user-friendly enough to alleviate the growing concern about adult mental health.

Keywords: Mental Health, Machine learning, Deep learning, KNN, Random Forest, Decision Tree, Naive Bayes, SVM.