A Network Fault Prediction-Based Service Migration Approach for Unstable Mobile Edge Environment

Table 4

Recall, F1, and AUC for predicting whether device 4 will fail when the time window is 10 min.

Methods	Recall	F1	AUC
Bayesian net	0.7345	0.7252	0.6893
SVM	0.8386	0.8294	0.8147
Random forest	0.8771	0.8681	0.8433
Wide&Deep	0.8882	0.8743	0.8521
DeepFM	0.8943	0.8917	0.8696
NFP-WD	0.9116	0.9032	0.8819