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Performance comparison with different optimizers.
| Optimizer |
PRE (%) |
SEN (%) |
SPE (%) |
F1-score |
ACC (%) |
AUC |
PRE (%) |
SEN (%) |
SPE (%) |
F1-score |
ACC (%) |
AUC |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CXI database and ResNet-50 model | CCTI database and ResNet-50 model | |||||||||||
| SGDM | 100 | 100 | 100 | 1 | 100 | 1 | 98.40 | 97.60 | 98.36 | 0.98 | 97.6 | 0.98 |
| ADAM | 100 | 100 | 100 | 1 | 100 | 1 | 90.98 | 90.98 | 91.06 | 0.90 | 91.02 | 0.94 |
| RMSprop | 100 | 100 | 100 | 1 | 100 | 1 | 88 | 88 | 87.80 | 0.88 | 87.96 | 0.95 |
