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Table 11 ANOVA for RUS, CLF and Size as factors of performance in terms of AUC

From: Evaluating classifier performance with highly imbalanced Big Data

 

Df

Sum Sq

Mean Sq

F value

Pr(>F)

RUS

5

0.06

0.01

14.21

*

CLF

4

16.97

4.24

4832.58

*

Size

2

4.70

2.35

2673.69

*

Residuals

4488

3.94

†

  
  1. * Indicates value is less than \(1\times 10^{-4}\), \(\dag\) indicates value is less than \(1\times 10^{-2}\)