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

Table 12

Experiment 7 results.

		RSME	MAPE (%)	ROC average	Correctly classified instances (%)	OF0 and MRHOF comparison average (%)
OF0	MLP all	0.40	54.21	0.75	55.88	49.67
	MLP network	0.39	52.85	0.80	56.86
	MLP power	0.43	80.70	0.66	36.28
MRHOF	MLP all	0.22	21.17	0.97	84.31	71.24
	MLP network	0.21	19.34	0.97	87.25
	MLP power	0.42	77.20	0.71	42.16