Identification of Network Traffic Intrusion Using Decision Tree

Table 6

Comparison between existing methods using KDDTest⁺ for binary classification.

Classifier	Accuracy
SVM [16]	69.52%
Naïve Bayes [16]	76.56%
Multilayer perceptron [16]	77.41%
Random tree [16]	80.67%
J48 [16]	81.05%
NB tree [16]	82.02%
RNN [26]	83.28%
DT (this study)	83.64%