Research Article
A Context-Aware MRIPPER Algorithm for Heart Disease Prediction
Table 4
Comparison of performance evaluation on normal and abnormal subjects using MRIPPER algorithm.
| Class | Accuracy | Precision | Recall | Specificity | F-score |
| Healthy class | 96.48 | 94.81 | 97.21 | 89.64 | 95.50 | 97.26 | 95.20 | 98.43 | 90.26 | 96.85 | 96.40 | 94.73 | 97.10 | 89.12 | 95.08 | 97.91 | 95.08 | 98.43 | 91.35 | 96.32 | 98.85 | 96.93 | 99.20 | 92.48 | 97.05 |
| Abnormal class | 98.97 | 94.99 | 99.62 | 91.95 | 97.37 | 98.51 | 96.64 | 99.45 | 90.16 | 97.01 | 97.32 | 95.82 | 98.35 | 89.78 | 96.95 | 98.04 | 96.34 | 98.92 | 91.65 | 97.46 | 96.85 | 94.75 | 97.45 | 89.51 | 95.68 |
|
|