A Stacking Ensemble for Network Intrusion Detection Using Heterogeneous Datasets

Table 8

Classwise performance obtained using the UGR’16 dataset.

Metric	Blacklist	Spam	Scan	SSHscan	UDPscan	DOS	DDOS	Overall
Recall	0.9918	0.98597	0.98907	0.99056	0.9797128	0.99012	0.93897	0.9809
Precision	0.9940	0.98988	0.98859	0.98976	0.9818808	0.98703	0.98557	0.9881
FAR	0.0054	0.0062	0.0102	0.0093	0.0147	0.0117	0.0130	0.0101
Accuracy	0.9871	0.97826	0.98001	0.98218	0.9666758	0.97934	0.92954	97.19%