According to the World Health Organization (WHO) stroke is the 2nd leading cause of death globally, responsible for approximately 11% of total deaths, incidence of stroke is increasing with age, mainly due to lifestyle changes. Most people may think that a stroke must show symptoms. Whereas there are also strokes that do not have obvious symptoms or commonly called silent strokes. Silent stroke is a type of stroke that usually does not show common symptoms. In many cases, sufferers do not even know they have the disease. Therefore, we set out  to identify these factors such as age, gender, environment, status, lifestyle and medical history by creating a prediction model.