TABLE 4.

Classification performance obtained using different methods.

Method	Validation set (%)				Testing set (%)
	ACC	SEN	SPE	AUC	ACC	SEN	SPE	AUC
GAN	73.08	71.43	75.00	79.17	73.79	75.00	70.37	82.46
FF-GAN	73.08	71.43	75.00	79.17	77.67	76.32	81.48	85.04
GAN+fine-tune	76.92	78.57	75.00	83.93	77.67	76.32	81.48	84.60
Ours (FF-GAN+fine-tune)	76.92	78.57	75.00	87.50	79.61	78.95	81.48	85.19
p2pGAN	73.08	71.43	75.00	79.17	73.79	72.37	77.78	83.09
FF-p2pGAN	73.08	71.43	75.00	79.17	77.67	76.32	81.48	82.70
p2pGAN+fine-tune	76.92	78.57	75.00	86.31	77.67	78.95	74.07	86.79
Ours (FF-p2pGAN+fine-tune)	76.92	78.57	75.00	86.90	78.64	72.37	96.30	84.89

The bold values mean the best results.