Research Article

Application of a New Feature Generation Algorithm in Intrusion Detection System

Table 3

5 classification results of our method in the KDD99 dataset.

PrecisionRecallF1-scoreSupport

Normal1.001.001.0024394
DoS1.001.001.0097768
Probing1.001.001.001028
R2L1.001.001.00308
U2R1.001.001.008