From: An approach to application-layer DoS detection
Classifier
AUC
F measure
Correctly classified (%)
Type II errors
RF
0.981
0.982
98.42
13,021
C4.5N
98.41
13,054
C4.5D
98.40
13,076
JRip
0.656
0.965
97.17
23,354
5NN
13,060
NB
0.976
0.932
91.10
1168