Efficient Intrusion Detection System for SDN Orchestrated Internet of Things

Table 5

Classification report of other metrics of the best performing estimator.

Attack	NPV	TNR	FPR	FDR	FNR	Accuracy
Benign	0.999709	0.999656	0.000344	0.000197	0.000167	0.999769
DoS GoldenEye	0.999951	0.999971	0.000029	0.001921	0.003197	0.999923
DoS Hulk	0.999855	0.999834	0.000166	0.000333	0.000290	0.999793
DoS Slowhttptest	0.999961	0.999961	0.000039	0.004840	0.004840	0.999923
DoS Slowloris	0.999971	0.999985	0.000015	0.001772	0.003538	0.999957
Hearbleed	1.000000	1.000000	0.000000	0.000000	0.000000	1.000000