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. 2020 Jul 28;9:e50936. doi: 10.7554/eLife.50936

Table 8. Results of the best prediction models created during the 30 runs.

Validation results are presented at k = 10 fold cross validation.

Best prediction model results
AUC ORP FPR ORP TPR Accuracy Rank
GA 0.818 0.192 0.829 0.820 3
GA+STAT 0.853 0.157 0.862 0.855 1
PSA 0.734 0.218 0.685 0.730 5
PSA+GA+STAT 0.844 0.175 0.864 0.848 2
STAT 0.811 0.227 0.85 0.817 4