• GUDE MANIKANTA
• G.Vijaya laxshmi

The current burden of chronic diseases reflects the cumulative effects of unhealthy lifestyles and the resulting risk factors over the life span of people. Lifestyle diseases is common among the population today not only in India but also in almost every country. Lifestyle diseases are caused because of the habits that we have in day-to-day basis. It includes heart disease, hypertension etc. which all may heard of. We also came across many such people who died because they are not aware of their disease and left with no appropriate time for the treatment. That is why, we decided to develop the model which will analyze the data entered by the user and will give the predictions of the diseases which he or she may have chances to suffer from. This study aims to understand Random forest algorithm and use it to predict lifestyle diseases that an individual might be susceptible to. This project aware the person about his health so that he will have the treatment well in time if required and will save the lives of many people. This project covers three main aspects which are prediction, prevention and management of lifestyle diseases.

— Lifestyle, heart disease, hypertension, Random forest.

"LIFESTYLE BASED DISEASE PREDICTION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.10, Issue 6, page no.j424-j436, June-2023, Available :http://www.jetir.org/papers/JETIR2306955.pdf

"LIFESTYLE BASED DISEASE PREDICTION", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.10, Issue 6, page no. ppj424-j436, June-2023, Available at : http://www.jetir.org/papers/JETIR2306955.pdf