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

Table 7

Detection results of different models in dataset 4.

Models			F1	AUC
IF	0.7640	0.7366	0.7512	0.6641
KNN	0.7532	0.7181	0.7305	0.6372
LOF	0.7398	0.7257	0.7321	0.6424
GAE+IF	0.826	0.801	0.8155	0.7254
GAE+KNN	0.8036	0.7834	0.7903	0.7025
GAE+LOF	0.7957	0.7767	0.7825	0.6987
DeepFD	0.9003	0.8866	0.8954	0.8052
FraudNE	0.8760	0.8564	0.8662	0.7758
DM-VCDM	0.9204	0.9398	0.9301	0.8468