Table 7 Regression models goodness of fit
From: A quality metric for IDS signatures: in the wild the size matters
Signature class | R2 value | Adjusted R2 | F-test |
|---|---|---|---|
C&C Communication | 0.939 | 0.848 | 91.8,p < 0.001 |
Reporting | 0.737 | 0.614 | 9.9,p < 0.001 |
Egg Download | 0.957 | 0.864 | 12.9,p < 0.0005 |
Redirection | 0.961 | 0.910 | 151.9,p < 0.001 |
Propagation | 0.917 | 0.856 | 6.9,p < 0.005 |
All signatures | 0.933 | 0.802 | 31.9,p < 0.001 |