age sex chest pain type (4 values) resting blood pressure serum cholestoral in mg/dl fasting blood sugar > 120 mg/dl resting electrocardiographic results (values 0,1,2) maximum heart rate achieved exercise induced angina oldpeak = ST depression induced by exercise relative to rest the slope of the peak exercise ST segment number of major vessels (0-3) colored by flourosopy thal: 0 = normal; 1 = fixed defect; 2 = reversable defect The names and social security numbers of the patients were recently removed from the database, replaced with dummy values.
Age | Objective Feature | age | int (days) Height | Objective Feature | height | int (cm) | Weight | Objective Feature | weight | float (kg) | Gender | Objective Feature | gender | categorical code | Systolic blood pressure | Examination Feature | ap_hi | int | Diastolic blood pressure | Examination Feature | ap_lo | int | Cholesterol | Examination Feature | cholesterol | 1: normal, 2: above normal, 3: well above normal | Glucose | Examination Feature | gluc | 1: normal, 2: above normal, 3: well above normal | Smoking | Subjective Feature | smoke | binary | Alcohol intake | Subjective Feature | alco | binary | Physical activity | Subjective Feature | active | binary | Presence or absence of cardiovascular disease | Target Variable | cardio | binary |