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Table 2 Prostate cancer example- weighted analysis (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

16

5

0

0.76

Cancer

4

36

5

0.80

Metastasized

0

4

16

0.80