Table 4.
Method | AUC | Pearson Correlation |
---|---|---|
NA weighting | 0.7 * | 0.36 * |
Publication weighting | 0.56 | 0.05 |
Key variants weighting (rs2066844) | 0.59 * | 0.23 * |
Overrepresented weighting | 0.47 | -0.06 |
Transductive clustering | 0.52 | 0.06 |
Odds Ratio weighting | 0.59 * | 0.14 |
Manual prediction | 0.63 * | 0.2 * |
Transductive SVM | 0.6 * | 0.2 * |
Logistic regression | 0.57 | 0.16 |
Ensemble | 0.66 * | 0.29 * |
Key variants weighting (clinical studies SNVs) | 0.61 * | 0.21 * |
Performances marked with a star are statistically significant.