Abstract: The requirement for health information is altering knowledge-seeking behaviour, which should be noted globally. Many of us struggle with finding health information online about illnesses, diagnoses, and various treatments. It will save a lot of time if a suggestion system is frequently used for physicians and medications. Because the users of a system like this are laypeople, the user has several difficulties understanding the basic medical terminology. The customer is perplexed since there is an excessive amount of medical information available in various formats.

Keywords: Random Forest Algorithm, Naive Bayes, Support Vector Machine, Logistic regression and etc.

| DOI: 10.17148/IARJSET.2023.10830