Table 8 ML and DL multi-class classification results for SARS-CoV-2 proteins using the real experimental dataset and the GAN augmented dataset, respectively.

Model	Accuracy		Precision		Sensitivity		Specificity		f1-score
Model	Real data	Augm. data	Real data	Augm. data	Real data	Augm. data	Real data	Augm. data	Real data	Augm. data
RF	0.5600	0.9437	0.4933	0.9465	0.5600	0.9437	0.7904	0.9851	0.5040	0.9432
GBM	0.5200	0.9500	0.3404	0.9551	0.5200	0.9500	0.7904	0.9872	0.4095	0.9505
SVM	0.6000	0.9375	0.4745	0.9409	0.6000	0.9375	0.8281	0.9838	0.5268	0.9380
KNN	0.6400	0.9187	0.5806	0.9245	0.6400	0.9187	0.8520	0.9781	0.6038	0.9177
DeepATsers	0.6000	0.9750	0.5529	0.9757	0.6000	0.9750	0.7594	0.9984	0.5479	0.9750

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