Table 5 Results of the ablation experiments on model DAEGCNDF based on 10-fold cross-validation
Dataset: | MDAID | |||||
|---|---|---|---|---|---|---|
Experiments | Acc(%) | Pre (%) | Recall (%) | F1-score (%) | AUC (%) | AUPR (%) |
LRF | 90.75 | 90.75 | 90.74 | 90.74 | 96.85 | 96.78 |
HRF | 86.67 | 86.67 | 86.65 | 86.65 | 94.63 | 94.64 |
LHRF | 90.89 | 90.89 | 90.88 | 90.87 | 97.00 | 96.90 |
Dataset: | HMDAD | |||||
|---|---|---|---|---|---|---|
Experiments | Acc(%) | Pre (%) | Recall (%) | F1-score (%) | AUC (%) | AUPR (%) |
LRF | 85.56 | 85.86 | 85.77 | 85.56 | 95.89 | 96.11 |
HRF | 85.89 | 85.48 | 85.56 | 85.51 | 95.04 | 96.12 |
LHRF | 88.11 | 88.35 | 88.21 | 88.08 | 96.32 | 96.72 |