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Table 1 Area under ROC curves for the S. cerevisiae PPI dataset

From: An improved method for scoring protein-protein interactions using semantic similarity within the gene ontology

   IEA - IEA+
   CC BP MF CC BP MF
TCSS max 0.83 0.89 0.73 0.83 0.89 0.75
  bma 0.82 0.88 0.72 0.83 0.88 0.74
Resnik max 0.83 0.89 0.73 0.83 0.89 0.75
  bma 0.81 0.87 0.72 0.83 0.88 0.74
Lin max 0.80 0.87 0.70 0.79 0.87 0.72
  bma 0.79 0.85 0.68 0.80 0.86 0.72
Jiang max 0.75 0.85 0.72 0.73 0.85 0.73
  bma 0.73 0.84 0.70 0.72 0.84 0.73
Schlicker max 0.70 0.81 0.65 0.70 0.81 0.67
  bma 0.69 0.82 0.64 0.71 0.82 0.68
SimGIC   0.73 0.75 0.64 0.73 0.76 0.68
Wang   0.74 0.83 0.72 0.76 0.82 0.73
  1. Tests were performed separately for cellular component (CC), biological process (BP) and molecular function (MF) ontologies. Best-match average and maximum approaches were used for datasets with (IEA+) and without (IEA-) electronic annotations. The best ROC scores are in bold.