Table 3 Proposed system performance on the KDDcup99 dataset

Normal

100

13

DoS

100

14

Probe

99.25

15

R2L

98.50

14

U2R

100

14

Average

99.55

14

Softmax

99.76

-

No feature selection

95.43

41