Table 3.

Training and testing set for lung models.

Model	Class	Dataset-lung
		Training set		Testing set
		Labeled	Unlabeled
Lung-5%-SSL	Adenocarcinoma	250	3750	1000
	Squamous cell carcinoma	250	3750	1000
	Benign	250	3750	1000
	Total	750/5%	11,250/75%	3000/20%
Lung-20%-SSL	Adenocarcinoma	1000	3000	1000
	Squamous cell carcinoma	1000	3000	1000
	Benign	1000	3000	1000
	Total	3000/20%	9000/60%	3000/20%
Lung-5%-SL	Adenocarcinoma	250	–	1000
	Squamous cell carcinoma	250	–	1000
	Benign	250	–	1000
	Total	750/5%	–	3000/20%
Lung-20%-SL	Adenocarcinoma	1000	–	1000
	Squamous cell carcinoma	1000	–	1000
	Benign	1000	–	1000
	Total	3000/20%	–	3000/20%
Lung-80%-SL	Adenocarcinoma	4000	–	1000
	Squamous cell carcinoma	4000	–	1000
	Benign	4000	–	1000
	Total	12,000/80%	–	3000/20%