Network Anomaly Detection System with Optimized DS Evidence Theory

Table 9

Comparison of BMPM, SVM, BP, DS, ODS, SBPA, and RBPA.

Detection method	Precision	Recall	-Score	AUC
BMPM	0.9835	0.9263	0.9540	0.9851
SVM	0.9752	0.9851	0.9801	0.9780
BP	0.9753	0.9839	0.9796	0.9781
DS with SBPA	0.9926	0.9748	0.9836	0.9934
ODS with SBPA	0.9933	0.9749	0.9840	0.9940
DS with RBPA	0.9957	0.9910	0.9934	0.9962
ODS with RBPA	0.9964	0.9930	0.9947	0.9968