Intrusion Detection System for IoT Based on Deep Learning and Modified Reptile Search Algorithm

Table 7

Results of the Friedman test.

	MVO	WOA	MFO	GWO	TSO	BAT	FFA	RSA
Multiclassification
Accuracy	6.7500	3.2500	4	3.2500	4	5.5000	1.5000	7.7500
Precision	3.8750	2.5000	5.1250	3	2.7500	5	6	7.7500
F1-measure	2	3.6250	5.7500	5	4.8750	4.7500	2.2500	7.7500
Recall	1.8750	3.3750	5	1.5000	5.2500	6.2500	4.7500	8
Binary classification
Accuracy	6.5000	3.2500	4.2500	3.7500	4	4.7500	1.5000	8
Precision	4.2500	2.7500	5.5000	3.2500	2.5000	4.2500	5.5000	8
F1-measure	2	3.5000	5.2500	5.2500	4	4.7500	3.2500	8
Recall	1.5000	3.5000	5	1.7500	5.2500	6.2500	4.7500	8