Table 9.

Evaluation results for each network in each fold.

Fold	Network	Correct classified images	Wrong classified images	COVID correct classified	COVID not classified	Wrong classified as COVID	Normal correct classified	Normal not classified	Wrong classified as normal	Overall accuracy	COVID accuracy	Normal accuracy	COVID sensitivity	Normal sensitivity	COVID specificity	Normal specificity	COVID precision	Normal precision
	Our model	8214	108	436	26	82	7778	82	26	0.987	0.987	0.987	0.9437	0.9896	0.9896	0.9437	0.8417	0.9967
1	Xception	8165	157	456	6	151	7709	151	6	0.9811	0.9811	0.9811	0.987	0.9808	0.9808	0.987	0.7512	0.9992
	ResNet50V2	8169	153	453	9	144	7716	144	9	0.9816	0.9816	0.9816	0.9805	0.9817	0.9817	0.9805	0.7588	0.9988
	Our model	8215	128	443	22	106	7772	106	22	0.9847	0.9847	0.9847	0.9527	0.9865	0.9865	0.9527	0.8069	0.9972
2	Xception	7921	422	458	7	415	7463	415	7	0.9494	0.9494	0.9494	0.9849	0.9473	0.9473	0.9849	0.5246	0.9991
	ResNet50V2	8109	234	456	9	225	7653	225	9	0.972	0.972	0.972	0.9806	0.9714	0.9714	0.9806	0.6696	0.9988
	Our model	8143	186	427	19	167	7716	167	19	0.9777	0.9777	0.9777	0.9574	0.9788	0.9788	0.9574	0.7189	0.9975
3	Xception	8113	216	434	12	204	7679	204	12	0.9741	0.9741	0.9741	0.9731	0.9741	0.9741	0.9731	0.6803	0.9984
	ResNet50V2	8079	250	439	7	243	7640	243	7	0.97	0.97	0.97	0.9843	0.9692	0.9692	0.9843	0.6437	0.9991
	Our model	8205	110	442	17	93	7763	93	17	0.9868	0.9868	0.9868	0.963	0.9882	0.9882	0.963	0.8262	0.9978
4	Xception	7854	461	449	10	451	7405	451	10	0.9446	0.9446	0.9446	0.9782	0.9426	0.9426	0.9782	0.4989	0.9987
	ResNet50V2	8166	149	439	20	129	7727	129	20	0.9821	0.9821	0.9821	0.9564	0.9836	0.9836	0.9564	0.7729	0.9974
	Our model	8141	94	419	31	63	7722	63	31	0.9886	0.9886	0.9886	0.9311	0.9919	0.9919	0.9311	0.8693	0.996
5	Xception	8058	177	440	10	167	7618	167	10	0.9785	0.9785	0.9785	0.9778	0.9785	0.9785	0.9778	0.7249	0.9987
	ResNet50V2	7991	244	449	1	243	7542	243	1	0.9704	0.9704	0.9704	0.9978	0.9688	0.9688	0.9978	0.6488	0.9999
	Our model	8183.6	125.2	433.4	23	102.2	7750.2	102.2	23	0.9849	0.9849	0.9849	0.9496	0.987	0.987	0.9496	0.8126	0.997
Avg	Xception	8022.2	286.6	447.4	9	277.6	7574.8	277.6	9	0.9655	0.9655	0.9655	0.9802	0.9647	0.9647	0.9802	0.636	0.9988
	ResNet50V2	8102.8	206	447.2	9.2	196.8	7655.6	196.8	9.2	0.9752	0.9752	0.9752	0.9799	0.9749	0.9749	0.9799	0.6988	0.9988

The bold values show the maximum value in a column.