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

Table 10

Experiment 5 results.

	RSME	MAPE (%)	ROC average	Correctly classified instances (%)
SMOTE–NB	0.32	59.61	0.85	68.33
SMOTE–MLP	0.12	44.20	0.91	75.00
SMOTE–RF	0.26	46.28	0.91	73.33