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Table 1 Prostate cancer example (10 fold) cross validated confusion matrix

From: A general approach to simultaneous model fitting and variable elimination in response models for biological data with many more variables than observations

 

Predicted

Observed

Benign

Cancer

Metastasized

Proportion correct

Benign

18

3

0

0.85

Cancer

5

38

2

0.84

Metastasized

0

8

12

0.60