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

Table 5

Detection results of different models in dataset 2.

Models			F1	AUC
IF	0.8344	0.8172	0.8245	0.7326
KNN	0.821	0.8045	0.8153	0.7216
LOF	0.8492	0.8207	0.8355	0.7452
GAE+IF	0.8847	0.8379	0.8622	0.7764
GAE+KNN	0.8679	0.844	0.8547	0.7629
GAE+LOF	0.8705	0.881	0.8776	0.7850
DeepFD	0.9246	0.8779	0.9071	0.8121
FraudNE	0.9054	0.8655	0.8886	0.7954
DM-VCDM	0.9398	0.9033	0.9222	0.8315