Table 2.

Experiment results of six methods on Dataset2 under CVP setting

	gGATLDA	BiWalkLDA	SIMCLDA	MFLDA	BiGAN	GCRFLDA
AUC	0.9870 ± 0.0024	0.6499 ± 0.0022	0.8433 ± 0.0035	0.8270 ± 0.0033	0.8932 ± 0.0118	0.9548 $\pm$ 0.0055
Precision	0.9098 ± 0.0136	0.4958 ± 0.0040	0.6979 ± 0.0114	0.9261 ± 0.0368	0.8031 ± 0.0129	0.8840 $\pm$ 0.0063
Recall	0.9759 ± 0.0068	0.8466 ± 0.0264	0.8997 ± 0.0103	0.5905 ± 0.0646	0.7990 ± 0.0443	0.8689 $\pm$ 0.0208
AUPR	0.9864 ± 0.0025	0.7419 ± 0.0036	0.8824 ± 0.0053	0.8720 ± 0.0027	0.8857 ± 0.0200	0.9512 $\pm$ 0.0088
Accuracy	0.9395 ± 0.0083	0.4930 ± 0.0065	0.7549 ± 0.0080	0.7698 ± 0.0166	0.8016 ± 0.0214	0.8859 $\pm$ 0.0077
F1-Score	0.9416 ± 0.0076	0.6253 ± 0.0104	0.7859 ± 0.0041	0.7174 ± 0.0358	0.8005 ± 0.0261	0.8755 $\pm$ 0.0125

The best results in each row are represented in bold