Skip to main content

Table 1 Prediction success measures for held out test-sets

From: Multivariate meta-analysis of proteomics data from human prostate and colon tumours

 

Row mean

Ten lowest

CV round

Sensitivity

Specificity

G mean*

Sensitivity

Specificity

G mean*

1

0.90

0.40

0.60

1.00

0.83

0.91

2

1.00

0.75

0.87

1.00

1.00

1.00

3

1.00

0.38

0.61

1.00

1.00

1.00

4

0.88

1.00

0.94

1.00

0.8

0.89

5

0.96

0.40

0.63

1.00

0.75

0.87

Average

0.96

0.59

0.73

1.00

0.88

0.93

Std

0.06

0.28

0.16

0

0.12

0.06

  1. *geometric mean of sensitivity and specificity
  2. Prediction success measures for the two missing value methods "row mean" and "ten lowest" for held-out test sets in the outer loop cross-validations using optimised PLS model and stable variables.