Table 1 Performances of AODEs and NBCs trained on Dset1
From: Homology-based prediction of interactions between proteins using Averaged One-Dependence Estimators
Method | AODE | NBC | p-value | |||
|---|---|---|---|---|---|---|
Performance measure | AUC | pAUC0.5% | AUC | pAUC0.5% | ||
I | FSeq | 0.69 ± 0.01 | 0.15 | 0.69 ± 0.01 | 0.15 | 0.734 |
II | FDom | 0.57 ± 0.01 | 0.07 | 0.57 ± 0.01 | 0.07 | 1.0 |
III | FNet | 0.77 ± 0.01 | 0.02 | 0.77 ± 0.01 | 0.02 | 1.0 |
IV | FSeq + FDom | 0.71 ± 0.01 | 0.16 | 0.70 ± 0.01 | 0.16 | 0.077 |
V | FSeq + FNet | 0.79 ± 0.01 | 0.15 | 0.77 ± 0.01 | 0.15 | 2.8e-08 |
VI | FDom + FNet | 0.79 ± 0.01 | 0.09 | 0.77 ± 0.01 | 0.09 | 2.7e-08 |
VII | FSeq + FDom + FNet | 0.79 ± 0.01 | 0.16 | 0.77 ± 0.01 | 0.16 | 3.9e-14 |