From: An approach to application-layer DoS detection
Classifier
AUC
F measure
Correctly classified (%)
Type II error
RF
0.981
0.982
98.41
13,049
C4.5N
98.40
13,088
C4.5D
0.972
0.976
13,101
JRip
0.770
0.977
98.00
15,770
5NN
0.980
97.80
13,091
NB
0.934
91.37
554