Employing a Machine Learning Approach to Detect Combined Internet of Things Attacks against Two Objective Functions Using a Novel Dataset

Table 14

Overall performance of the ML algorithm.

	RSME	MAPE (%)	ROC average	Correctly classified instances (%)	Overall performance of ML algorithm
Voting (MLP and RF)	0.19	21.38	0.97	87.08	1
MLP	0.14	21.83	0.96	87.07	2
RF	0.20	30.45	0.96	85.53	3
NB	0.25	34.17	0.94	79.64	4
SVM	0.32	30.09	0.83	71.89	5