Table 1 Result of model evaluation tests done using full and partial ROC-AUC measures. The mean value for AUCpartial at 0.5 is 0.5
ROC space | Omission proportion | Mean AUCmodel (± SD) | Mean AUCratio (± SD) | P value for difference in expected and random AUCmean |
|---|---|---|---|---|
ROCfull | 0 | 0.99 (± 0.002) | – | – |
ROCpartial | 0.05 | 0.98 (± 0.004) | 1.97 (± 0.009) | 0 |