Table 1 Metrics of all models.
Metric | Basic AE | VAE | DAE | AE with TTA |
|---|---|---|---|---|
Final loss (dimensionless) | 0.725950 | 0.560000 | 1.134158 | 0.725950 |
MSE (dimensionless) | 0.724517 | 0.550000 | 1.082949 | 0.724517 |
Accuracy (%) | 69.51% | 50.00% | 68.95% | 69.51% |
Precision (%) | 54.69% | 35.00% | 54.13% | 54.69% |
Recall (%) | 77.72% | 50.00% | 76.92% | 77.72% |
F1 Score (%) | 64.20% | 41.00% | 63.54% | 64.20% |
AUC-ROC (%) | 80.06% | 50.00% | 79.17% | 80.06% |
