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Results of CNN on augmented dataset.
| Data set | Parameters | Assessment metrics | ||||||
|---|---|---|---|---|---|---|---|---|
| Optimizer | LR | Acc (%) | Sp (%) | Sn (%) | Pre (%) | F1-S (%) | AUC (%) | |
| Augmented | SGD | 0.0001 | 93.87 | 98.03 | 95.90 | 98.64 | 97.00 | 98.34 |
| Augmented | ADAM | – | 93.98 | 99.10 | 97.34 | 98.89 | 98.33 | 98.90 |
