Table 7.
Evaluation results of two different weight combinations in the IIM module.
| (λ1, λ2) | Task | Result (%) | ||||
|---|---|---|---|---|---|---|
| Accuracy | Sensitivity | Specificity | AUC | F-score | ||
| (0, 0.2) | M | 81.02 | 79.23 | 83.21 | 82.25 | 79.39 |
| P | 80.37 | 78.16 | 81.91 | 82.01 | 79.31 | |
| (0, 0.4) | M | 82.71 | 80.85 | 84.79 | 83.03 | 81.45 |
| P | 82.26 | 81.11 | 84.63 | 82.98 | 81.27 | |
| (0, 0.6) | M | 82.39 | 80.16 | 83.33 | 83.92 | 81.02 |
| P | 81.72 | 81.21 | 82.70 | 83.54 | 81.25 | |
| (0, 0.8) | M | 80.35 | 78.24 | 81.26 | 82.22 | 78.14 |
| P | 80.54 | 78.93 | 82.38 | 82.83 | 80.03 | |
| (0, 1) | M | 79.29 | 78.45 | 80.35 | 81.44 | 77.76 |
| P | 80.06 | 78.82 | 82.96 | 82.07 | 78.31 | |
| (0.2, 0) | M | 82.84 | 80.02 | 83.29 | 83.03 | 80.15 |
| P | 83.45 | 80.89 | 84.67 | 84.41 | 81.73 | |
| (0.4, 0) | M | 81.10 | 79.24 | 83.25 | 82.74 | 79.31 |
| P | 82.26 | 80.23 | 83.33 | 83.67 | 81.20 | |
| (0.6, 0) | M | 80.43 | 78.85 | 81.01 | 82.03 | 78.26 |
| P | 81.93 | 79.64 | 80.40 | 82.39 | 79.33 | |
| (0.8, 0) | M | 80.22 | 78.65 | 81.23 | 81.42 | 78.35 |
| P | 80.47 | 78.38 | 82.17 | 81.89 | 78.94 | |
| (1, 0) | M | 78.91 | 75.42 | 80.52 | 80.30 | 77.43 |
| P | 79.09 | 78.51 | 81.33 | 81.35 | 78.41 | |