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Table 8 ConsistencySubsetEval results

From: An approach to application-layer DoS detection

Classifier

AUC

F measure

Correctly classified (%)

Type II errors

RF

0.981

0.982

98.42

13,021

C4.5N

0.982

0.982

98.41

13,054

C4.5D

0.981

0.982

98.40

13,076

JRip

0.656

0.965

97.17

23,354

5NN

0.982

0.982

98.40

13,060

NB

0.976

0.932

91.10

1168