Table 20 ANOVA results for 2-factor test of classifier and sampling ratio with SQL Injection web attacks, including their interaction; in terms of AUC
From: Investigating rarity in web attacks with ensemble learners
Factor | Df | Sum Sq | Mean Sq | F value | Pr(>F) |
|---|---|---|---|---|---|
Sampling ratio | 7 | 28.16 | 4.02 | 1997.34 | 0.0000 |
Classifier | 6 | 20.64 | 3.44 | 1708.01 | 0.0000 |
Interaction | 42 | 9.99 | 0.24 | 118.14 | 0.0000 |
Residuals | 2744 | 5.53 | 0.00 |