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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

Observed Benign Cancer Metastasized Proportion correct
Benign 16 5 0 0.76
Cancer 4 36 5 0.80
Metastasized 0 4 16 0.80