Table 10 ANOVA results for 2-factor test of classifier and sampling ratio with Brute Force 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 | 27.85 | 3.98 | 6231.33 | 0.0000 |
Classifier | 6 | 12.24 | 2.04 | 3194.76 | 0.0000 |
Interaction | 42 | 6.61 | 0.16 | 246.61 | 0.0000 |
Residuals | 2744 | 1.75 | 0.00 |