From: Prediction of heart disease and classifiers’ sensitivity analysis
Attribute | Code given | Note | Attributes Values |
---|---|---|---|
1. age | Age | in years | Numeric |
2. sex | Sex | 1 = male; 0 = female | Binary |
3. chest pain type | level of pain | 0,1,2,3 | 4 values |
4. resting blood pressure | trestbps | in mm Hg | Numeric |
5. serum cholesterol | cholesterol | in mg/dl | Numeric |
6. fasting blood sugar | fbs | > 120 mg/dl | Numeric |
7. resting electrocardiographic results | restecg | 0,1,2 | 3 values |
8. maximum heart rate achieved | thalach | 71–202 | Numeric |
9. exercise induced angina | exang | 0,1 | Binary |
10. oldpeak = ST | oldpeak | depression | Numeric |
11. the slope of the peak exercise ST segment | slope | 0,1,2 | 3 values |
12. number of major vessels flourosopy | ca | 0,1,2,3 | 4 values |
13defect: normal;fixed;reversible; non-reversible | thal | 0,1,2,3 | 4 values |
14. class | target | 0,1 | Binary |