Table 8.
Average performance and standard deviation (shown in parenthesis) of transforming techniques.
| Method | Accuracy | F1-Score | Sensitivity | Specificity |
|---|---|---|---|---|
| Counterfactual Sets | 87.81 (1.24) | 72.32 (2.31) | 68.51 (2.41) | 91.86 (1.93) |
| Rule Conjunctions | 84.79 (2.31) | 75.31(1.72) | 69.51 (3.31) | 88.82 (3.12) |
| Filtering of Conjunction Sets | 85.12 (3.27) | 69.17 (3.12) | 51.15 (1.28) | 89.13 (2.84) |
| Matrix–Visualization | 88.19 (2.51) | 76.13 (2.13) | 68.21 (2.81) | 91.54 (1.71) |
| Proposed Method | 89.53 (1.12) | 78.21 (1.32) | 71.38 (2.69) | 92.79 (1.76) |
| p-value | 0.0034784 | 0.0037691 | 0.0039877 | 0.004897 |