Prediction of MUTKEAP1/NFE2L2 Using Continuous-Probability M-RNA
Probability threshold | Partition | Mean accuracy* | AUC_ RecallCurve | F1 score | AUC | κ | SE | SP | BACC |
---|---|---|---|---|---|---|---|---|---|
>15% | Training | 91.6% | 0.97 | 0.96 | 0.99 | 0.90 | 96.3% | 97.3% | 96.8% |
Validation | 0.69 | 0.71 | 0.87 | 0.32 | 64.5% | 93.0% | 78.8% | ||
Testing | 0.87 | 0.87 | 0.93 | 0.49 | 70.3% | 93.4% | 81.9% |
↵* Based on 1,000 bootstrap replications.
SE = sensitivity; SP = specificity.