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Table 4 Normalized results

From: An approach to application-layer DoS detection

Classifier

AUC

F measure

Correctly classified (%)

Type II

RF

0.981

0.982

98.41

13,021

C4.5N

0.982

0.982

98.40

13,052

C4.5D

0.981

0.982

98.40

13,074

JRip

0.656

0.965

97.17

23,355

5NN

0.982

0.982

98.40

13,060

NB

0.976

0.932

91.11

1246