Heart disease remains a major global health issue, which emphasizes the need for accurate prediction models to aid early diagnosis and effective intervention. This study explores the use of a Decision

Stroke is a major global heart concern, often leading to significant disability or death. Early and accurate prediction of stroke risk can significantly improve patient outcomes. To address this issue