Table 4.
Analysis of results with different dropout rates for the proposed quad channel hybrid model.
Dropout rate | Dataset | Accuracy (%) | Precision (%) | Recall (%) | F1-score (%) |
---|---|---|---|---|---|
0.2 | Hallmarks | 69.75 | 61.65 | 62.89 | 62.26 |
AIM | 90.17 | 87.38 | 85.12 | 86.23 | |
| |||||
0.3 | Hallmarks | 71.76 | 63.63 | 61.79 | 62.69 |
AIM | 56.23 | 51.80 | 52.67 | 52.23 | |
| |||||
0.4 | Hallmarks | 71.19 | 65.99 | 63.18 | 64.55 |
AIM | 79.71 | 73.99 | 72.91 | 73.44 | |
| |||||
0.5 | Hallmarks | 72.93 | 70.95 | 69.67 | 70.30 |
AIM | 94.73 | 87.81 | 88.98 | 88.39 |