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Table 4 Tukey’s HSD learner results

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