Skip to main content

Table 5 AUROC Scores for Comparison against Sybrandt

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
  1. The AUROC scores we generated using Sybrandt et al. code and the AUROC scores for their best performing methods