From: An approach to application-layer DoS detection
Classifier
AUC
F measure
Correctly classified (%)
Type II errors
RF
0.981
0.982
98.40
13,022
C4.5N
13,038
C4.5D
0.980
13,039
JRip
0.656
0.965
97.13
23,360
5NN
13,060
NB
0.979
0.933
91.32
607