Table 1.
Method | Average AUC | Average AUPR | Average recall rate within the top 100 genes (%) |
---|---|---|---|
Random walk | 0.780 | 0.053 | 18.1 |
Network propagation | 0.790 | 0.055 | 19.2 |
Random walk on heterogeneous network | 0.930 | 0.138 | 37.9 |
Know-GENE | 0.967 | 0.405 | 65.0 |
Know-GENE without using mutual information | 0.700 | 0.167 | 24.0 |
Know-GENE without using core gene | 0.967 | 0.352 | 63.8 |