Table 2.

The AUC value of each classifier.

Type\Classifier	J48	LibSVM	NaiveBayes	Bagging	AdaboostM1	RandomForest
Normal	0.951	0.904	0.970	0.979	0.950	0.974
Probing	0.890	0.686	0.978	0.924	0.919	0.993
DoS	0.980	0.933	0.896	0.995	0.971	0.990
U2R	0.644	0.500	0.519	0.908	0.928	0.935
R2L	0.804	0.500	0.949	0.567	0.888	0.669