From: Impact of class distribution on the detection of slow HTTP DoS attacks using Big Data
Learner | AUC | AUC std | r | Min | Max | Group |
---|---|---|---|---|---|---|
5NN | 0.99867 | 0.00025 | 30 | 0.99789 | 0.99910 | a |
RF | 0.99647 | 0.00399 | 30 | 0.98601 | 0.99925 | a |
C4.5 | 0.98967 | 0.01503 | 30 | 0.96096 | 0.99908 | ab |
LR | 0.98975 | 0.00483 | 30 | 0.97891 | 0.99514 | ab |
SVM | 0.98840 | 0.00364 | 30 | 0.98105 | 0.99205 | ab |
NB | 0.97243 | 0.00600 | 30 | 0.95555 | 0.97969 | b |
JRIP | 0.97012 | 0.03982 | 30 | 0.82635 | 0.99529 | b |
MLP | 0.91665 | 0.12416 | 30 | 0.64263 | 0.99468 | c |