Table 7 Model verification results using with and without augmented independent samples.

From: DeepATsers: a deep learning framework for one-pot SERS biosensor to detect SARS-CoV-2 virus

Model

Accuracy

Precision

Sensitivity

Specificity

f1-score

ROC-AUC

Trained on experimental data

0.7857

0.9000

0.8182

0.6667

0.8571

0.7424

Trained on augmented data

0.9643

0.9565

1.0000

0.8333

0.9778

0.9167

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