Abnormal User Detection via Multiview Graph Clustering in the Mobile e-Commerce Network

Table 6

Detection results of different models in dataset 3.

Models			F1	AUC
IF	0.8011	0.8263	0.8100	0.7207
KNN	0.8206	0.8053	0.8114	0.7298
LOF	0.7862	0.7967	0.7901	0.6924
GAE+IF	0.8401	0.8654	0.854	0.7610
GAE+KNN	0.8605	0.8202	0.8417	0.7513
GAE+LOF	0.8252	0.8367	0.8304	0.7458
DeepFD	0.8580	0.9003	0.8803	0.7892
FraudNE	0.8771	0.9066	0.8954	0.8045
DM-VCDM	0.9056	0.9351	0.9241	0.8386