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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