Terrorist Group Behavior Prediction by Wavelet Transform-Based Pattern Recognition

Table 4

Comparison of prediction results of different models.

Criteria	Prediction models
	WNN	BP	ARIMA	GABP	ANFIS	SVR	RBF
MAE
Node count	7.722	7.773	9.313	8.407	8.314	8.157	8.246
Component size	0.836	1.348	1.487	1.189	0.854	0.875	1.171
Clustering coefficient	0.019	0.025	0.028	0.018	0.033	0.022	0.026
Clique count	4.887	5.066	6.300	5.231	6.580	6.012	6.313
RMSE
Node count	10.377	10.187	12.376	10.991	12.152	10.198	13.475
Component size	1.537	1.733	1.945	1.552	1.436	1.385	1.435
Clustering coefficient	0.026	0.035	0.038	0.028	0.044	0.028	0.030
Clique count	8.133	8.777	7.713	8.294	9.167	9.631	9.656