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 |