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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