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Table 15 ANOVA for RUS, CLF and size as factors of performance in terms of AUPRC

From: Evaluating classifier performance with highly imbalanced Big Data

 

Df

Sum Sq

Mean Sq

F value

Pr(>F)

RUS

5

44.65

8.93

713.68

*

CLF

4

501.08

125.27

10011.73

*

Size

2

9.62

4.81

384.50

*

Residuals

4488

56.16

0.01

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