A Reliable Network Intrusion Detection Approach Using Decision Tree with Enhanced Data Quality

Table 4

Performances’ metrics of the decision tree and the proposed model using the CICIDS2017 dataset.

	ACC	DR	FAR
Decision tree	92.00	86.70	4.60
Proposed approach	98.80	97.30	3.10