From: A hybrid cost-sensitive ensemble for heart disease prediction
Feature | Description | Value |
---|---|---|
Age | Age in years | Continuous value |
Sex | Sex | 1: male; 0: female |
Cp | Chest pain type | 1: typical angina |
 |  | 2: atypical angina |
 |  | 3: non-anginal pain |
 |  | 4: asymptomatic |
Trestbps | Resting blood sugar | Continuous value in mm hg |
Chol | Serum Cholestoral | Continuous value in mm/dl |
Fbs | Fasting blood sugar | \(0: <120\)Â mg/dl |
 |  | \(1: >120\) mg/dl |
Restecg | Resting ECG results | 0Â :Â normal |
 |  | 1 : having ST-T wave abnormality |
 |  | 2 : probable or definite |
 |  | left ventricular hypertrophy |
Thalach | Maximum heart rate achieved | Continuous value |
Exang | Exercise induced angina | 0Â :Â no |
 |  | 1 : yes |
Oldpeak | ST depression induced by exercise relative to rest | Continuous value |
Slope | Slope of the peak exercise ST segment | 1Â =Â upsloping |
 |  | 2 = flat |
 |  | 3 = downsloping |
Ca | Number of major vessels colored by flourosopy | 0, 1, 2, 3 |
Thal | Heart beat | 3Â :Â normal |
 |  | 6 : fixed defect |
 |  | 7 : reversable defect |
Num | Predicted class | 0, 1 |