A Semi-supervised Deep Learning Method for Cervical Cell Classification

Table 1

Experimental data situation of each group.

Group		The number of experimental data
		Training set		Validation set	Test set	Discarded samples
		Real label data	Pseudo-labeled data
Supervised learning	A1	50000	0	10000	10000	0
	A2	10000	0	10000	10000	0
semi-supervised learning	B1	10000	40000	10000	10000	0
	B2	10000	38573	10000	10000	1427