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Table 11 PCA results

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

0.982

0.982

98.40

13,088

C4.5D

0.972

0.976

98.40

13,101

JRip

0.770

0.977

98.00

15,770

5NN

0.972

0.980

97.80

13,091

NB

0.981

0.934

91.37

554