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

Table 3

Performances’ metrics of the decision tree and the proposed model using the NSL-KDD dataset.

	ACC	DR	FAR
Decision tree	89.00	88.50	3.50
Proposed approach	99.42	98.20	2.64