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Table 15 ANOVA results for 2-factor test of classifier and sampling ratio with XSS 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

20.30

2.90

1944.81

0.0000

Classifier

6

17.68

2.95

1976.14

0.0000

Interaction

42

9.68

0.23

154.49

0.0000

Residuals

2744

4.09

0.00