Table 3.

Performance of the model with EB0 and SVC RBF in the classification of COVID-19 and non-COVID-19 by cross-validation fold.

Fold k	PR	SE	SP	F1	Category
1	0.9900	0.9801	0.9897	0.9850	covid
	0.9797	0.9897	0.9801	0.9847	non-covid
	0.9848	0.9849	0.9849	0.9849	general
2	0.9708	1.0000	0.9696	0.9852	covid
	1.0000	0.9696	1.0000	0.9846	non-covid
	0.9854	0.9848	0.9848	0.9849	general
3	0.9708	1.0000	0.9696	0.9852	covid
	1.0000	0.9696	1.0000	0.9846	non-covid
	0.9854	0.9848	0.9848	0.9849	general
4	1.0000	0.9800	1.0000	0.9898	covid
	0.9801	1.0000	0.9800	0.9900	non-covid
	0.9900	0.9900	0.9900	0.9899	general
5	0.9900	1.0000	0.9897	0.9950	covid
	1.0000	0.9897	1.0000	0.9948	non-covid
	0.9950	0.9948	0.9948	0.9949	general
6	0.9801	0.9900	0.9795	0.9850	covid
	0.9896	0.9795	0.9900	0.9846	non-covid
	0.9849	0.9847	0.9847	0.9848	general
7	0.9708	1.0000	0.9693	0.9852	covid
	1.0000	0.9693	1.0000	0.9844	non-covid
	0.9854	0.9846	0.9846	0.9848	general
8	0.9900	1.0000	0.9897	0.9950	covid
	1.0000	0.9897	1.0000	0.9948	non-covid
	0.9950	0.9948	0.9948	0.9949	general
9	0.9607	0.9800	0.9591	0.9702	covid
	0.9791	0.9591	0.9800	0.9690	non-covid
	0.9699	0.9695	0.9695	0.9696	general
10	0.9800	0.9800	0.9795	0.9800	covid
	0.9795	0.9795	0.9800	0.9795	non-covid
	0.9797	0.9797	0.9797	0.9797	general

The category values general are the macro-average for each metric