Table 15 ANOVA results for 2-factor test of classifier and sampling ratio, including their interaction; in terms of AUC
From: Detecting web attacks using random undersampling and ensemble learners
Factor | Df | Sum Sq | Mean Sq | F value | Pr(>F) |
|---|---|---|---|---|---|
Sampling ratio | 7 | 28.58 | 4.08 | 10639.26 | 0.0000 |
Classifier | 6 | 10.85 | 1.81 | 4713.38 | 0.0000 |
Interaction | 42 | 7.19 | 0.17 | 446.08 | 0.0000 |
Residuals | 2744 | 1.05 | 0.00 |