From: Indirect association and ranking hypotheses for literature based discovery
Our AUROC scores versus Sybrandt et al. | ||
---|---|---|
Method | Highly-Cited vs. Noise | Published vs. Noise |
Random | 0.526 | 0.515 |
LTC | 0.909 | 0.883 |
LTA | 0.903 | 0.876 |
MWA | 0.899 | 0.876 |
SBC | 0.773 | 0.728 |
LSA | 0.925 | 0.907 |
Dir Cos | 0.919 | 0.906 |
PolyMultiple | 0.874 | 0.834 |