Research Article

Detecting Fake Reviews with Generative Adversarial Networks for Mobile Social Networks

Table 2

Results on different window sizes.

Size of windowAUCPrecisionRecallF1-score

10.6520.630.6430.636
20.70.720.7230.721
30.7250.7210.7250.723
40.7220.7230.7210.722
1, 20.7500.7520.7530.752
1, 2, 30.7800.7770.7720.774
1, 2, 3, 40.7820.780.7790.779
1, 2, 3, 4, 50.7850.7820.7830.782
1, 2, 3, 4, 5, 60.7780.780.7730.776
2, 3, 4, 50.7750.7680.780.774