Detecting Fake Reviews with Generative Adversarial Networks for Mobile Social Networks

Table 3

Results on different model weights.

	AUC	Precision	Recall	F1-score
0	0.773	0.771	0.772	0.771
0.1	0.776	0.775	0.776	0.775
0.5	0.778	0.776	0.78	0.778
0.8	0.78	0.78	0.779	0.779
0.9	0.788	0.788	0.781	0.784
0.95	0.795	0.796	0.800	0.798
1	0.782	0.780	0.781	0.780
1.05	0.780	0.780	0.780	0.780
1.1	0.778	0.78	0.773	0.776
1.5	0.772	0.771	0.771	0.771
2	0.76	0.758	0.76	0.759
10	0.71	0.703	0.701	0.702
100	0.62	0.617	0.62	0.618
10000	0.433	0.435	0.433	0.434