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Table 4 Estimates of global CVIIM from the PCA study

From: A measure of the impact of CV incompleteness on prediction error estimation with application to PCA and normalization

Classification

Number of

K=3

K=5

K=10

method

components

   

LDA

2

0.0974

0.0805

0.0582

 

5

0.0397

0.0371

0.0354

 

10

0.0000

0.0000

0.0000

 

15

0.0000

0.0000

0.0000

RF

2

0.0855

0.0747

0.0659

 

5

0.0686

0.0558

0.0516

 

10

0.0907

0.0613

0.0368

 

15

0.1117

0.0988

0.0794