Detecting Fake Reviews with Generative Adversarial Networks for Mobile Social Networks

Table 4

Results on different learning rates.

Learning rate	AUC	Precision	Recall	F1-score
1	0.522	0.513	0.520	0.516
0.1	0.676	0.677	0.678	0.677
0.01	0.748	0.750	0.749	0.749
0.001	0.780	0.780	0.776	0.778
5e − 4	0.788	0.788	0.781	0.784
1e − 5	0.788	0.789	0.780	0.784
Learning rate decay (from 1e − 3 to 1e − 5)	0.787	0.785	0.783	0.784
Adam	0.792	0.788	0.790	0.789
Adam + learning rate decay (from 1e − 3 to 1e − 5)	0.795	0.796	0.800	0.798