Table 1.

Detection evaluation results for COVID-19 and eight other respiratory diseases over the 5-fold tests in the test set

Fold Test	Atelectasis		Infiltration		Pneumothorax		Mass		Effusion		Pneumonia		Cardiomegaly		Nodule		COVID-19		Total Classes
	True	False	True	False	True	False	True	False	True	False	True	False	True	False	True	False	True	False	True	False
Fold1	32	4	24	1	12	8	15	2	28	3	21	3	29	0	12	4	62	3	235	28
	88.89%	11.11%	96.0%	4.0%	60.0%	40.0%	88.24%	11.76%	90.32%	9.68%	87.5%	12.5%	100%	0.0%	75.0%	25.0%	95.38%	4.62%	89.35%	10.65%
Fold2	31	5	24	1	14	6	16	1	29	2	20	4	28	1	13	3	61	4	236	27
	86.11%	13.89%	96.0%	4.0%	70.0%	30.0%	94.12%	5.88%	93.55%	6.45%	83.33%	16.67%	96.55%	3.45%	81.25%	18.75%	93.85%	6.15%	89.73%	10.27%
Fold3	31	5	25	0	13	7	16	1	27	4	22	2	27	2	12	4	63	2	236	27
	86.11%	13.89%	100%	0.0%	65.0%	35.0%	94.12%	5.88%	87.10%	12.90%	91.67%	8.33%	93.10%	6.90%	75.00%	25.0%	96.92%	3.08%	89.73%	10.27%
Fold4	33	3	25	0	15	5	14	3	28	3	20	4	28	1	14	2	63	2	240	23
	91.67%	8.33%	100%	0.0%	75.0%	25.0%	82.35%	17.65%	90.32%	9.68%	83.33%	16.67%	96.55%	3.45%	87.50%	12.50%	96.92%	3.08%	91.25%	8.75%
Fold5	33	3	24	1	15	5	16	1	30	1	21	3	29	0	12	4	64	1	264	19
	91.67%	8.33%	96.00%	4.00%	75.0%	12.50%	94.12%	5.88%	96.77%	3.23%	87.50%	12.50%	100%	0.0%	75.00%	25.0%	98.46%	1.54%	93.29%	6.71%
Avg. (%)	88.89	11.11	97.60	2.40	71.50	28.50	90.59	9.41	91.61	8.39	86.67	13.33	97.24	2.76	78.75	21.25	96.31	3.69	90.67	9.33