[Retracted] Research on DoS Traffic Detection Model Based on Random Forest and Multilayer Perceptron

Table 7

Performance comparison of the algorithm proposed in this paper with other algorithms.

	Algorithm model	Precision	Recall	F1
CICIDS2017	AdaBoost	0.77	0.84	0.77
	NB	0.88	0.04	0.04
	RF	0.98	0.97	0.97
	MLF	0.77	0.83	0.76
	RF-MLP	0.99	0.99	0.99
UNSW-NB15	KNN	0.78	—	—
	SVM	0.72	—	—
	RF	—	0.10	—
	RF-MLP	0.80	0.94	0.85