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Table 7 CfsSubsetEval results

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

0.980

98.20

14,788

JRip

0.650

0.963

97.00

23,967

5NN

0.970

0.961

96.50

14,750

NB

0.977

0.979

98.15

14,390