From: An approach to application-layer DoS detection
Classifier
AUC
F measure
Correctly classified (%)
Type II errors
RF
0.979
0.981
98.33
13,060
C4.5N
0.978
0.980
98.20
14,777
C4.5D
0.977
14,788
JRip
0.650
0.963
97.00
23,967
5NN
0.970
0.961
96.50
14,750
NB
98.15
14,390