• dr.S.Bharathidason
• Sujdha C

Mental health problems are one of the major concerns of the 21st century in the field of healthcare. One of the major reasons behind this problem is lack of awareness among masses. From some kind of mental problems using Machine learning. In order to apply the machine learning algorithms, data was collected from individuals of varied ages, professions, sex and lifestyle through survey form consisting of questions, which are often used by psychologists to understand their patient’s problem in detail. Discussing the findings, we reflect on the challenges and limitations faced by the researchers on machine learning in mental health problems. Additionally, we provide concrete recommendations on the potential future research and development of applying machine learning in the mental health field.

Mental Health Prediction, Machine Learning Algorithms, Decision tree, random forest, Logistic regression.

"A Comparative Study of Mental Health Prediction using Machine Learning Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 3, page no.i55-i60, March-2024, Available :http://www.jetir.org/papers/JETIR2403808.pdf

"A Comparative Study of Mental Health Prediction using Machine Learning Algorithms", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 3, page no. ppi55-i60, March-2024, Available at : http://www.jetir.org/papers/JETIR2403808.pdf