Table 2.
Results of leave-one-out cross-validation experiments on the large network.
| Random Control (%) | Linkage Interval (%) | Genome-wide Scan (%) | |||||
|---|---|---|---|---|---|---|---|
| R2 | BF | R2 | BF | R2 | BF | ||
| Precision | SG | 14.24 (0.37) | 18.64 (0.66) | 18.54 | 21.23 | 2.17 | 2.35 |
| DK | 16.80 (0.36) | 22.32 (0.60) | 17.36 | 27.56 | 2.42 | 3.47 | |
| Mean Rank Ratio | SG | 27.27 (0.07) | 19.59 (0.09) | 21.89 | 18.07 | 26.53 | 18.79 |
| DK | 26.07 (0.11) | 14.96 (0.07) | 20.21 | 14.12 | 25.34 | 14.11 | |
| AUC | SG | 73.41 (0.07) | 81.15 (0.09) | 78.57 | 81.76 | 73.38 | 81.09 |
| DK | 74.61 (0.11) | 85.82 (0.07) | 82.36 | 86.68 | 74.55 | 85.72 | |
The large network indicates the domain-domain interaction network that is composed of the entire DOMINE database and high-confidence interactions in the InterDom database. R2 denotes the ordinary non-Bayesian linear regression approach (using R-square as scores for candidate domains). BF denotes the domainRBF approach (using Bayes factors as scores for candidate domains). SG denotes shortest path with Gaussian kernel. DK denotes diffusion kernel. Results for random controls are mean (standard deviation) of 10 validation runs.