Problem statement: Cardiovascular diseases are the leading cause of death globally. It is therefore necessary to identify the causes and develop a system to predict heart attacks in an effective manner. The data below has the information about the factors that might have an impact on cardiovascular health.
Age: Age in years Sex: 1 = male; 0 = female cp: Chest pain type trestbps: Resting blood pressure (in mm Hg on admission to the hospital) chol: Serum cholesterol in mg/dl fbs: Fasting blood sugar > 120 mg/dl (1 = true; 0 = false) restecg: Resting electrocardiographic results thalach: Maximum heart rate achieved exang: Exercise induced angina (1 = yes; 0 = no) oldpeak: ST depression induced by exercise relative to rest slope: Slope of the peak exercise ST segment ca: Number of major vessels (0-3) colored by fluoroscopy thal: 3 = normal; 6 = fixed defect; 7 = reversible defect Target: 1 or 0