Skip to main content

Table 8 Regression model validation using threefold stratified validation

From: A quality metric for IDS signatures: in the wild the size matters

Signature class

Split A

Split B

Split C

Class average

C&C Communication

0.8628

0.8691

0.6652

0.7990

Reporting

0.6752

0.7269

0.9517

0.7846

Egg Download

0.9127

0.8282

0.8845

0.8751

Redirection

0.6940

0.1309

0.6713

0.4115

Propagation

0.8473

0.9443

0.5387

0.7768

Good signatures

0.7680

0.6211

0.6783

0.6893