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Table 9 Single-attribute evaluator results

From: An approach to application-layer DoS detection

Classifier

AUC

F measure

Correctly classified (%)

Type II errors

RF

0.981

0.982

98.40

13,022

C4.5N

0.982

0.982

98.40

13,038

C4.5D

0.980

0.982

98.40

13,039

JRip

0.656

0.965

97.13

23,360

5NN

0.982

0.982

98.40

13,060

NB

0.979

0.933

91.32

607