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Table 8 Area under ROC curves (AUCs) on the S. cerevisiae PPI dataset

From: An improved approach to infer protein-protein interaction based on a hierarchical vector space model

  CC BP MF
  Complete dataset Partial dataset Complete dataset Partial dataset Complete dataset Partial dataset
HVSM 0.83 0.82 0.90 0.90 0.74 0.72
TCSS 0.83 0.82 0.89 0.88 0.75 0.74
IntelliGO 0.88 0.80 0.89 0.83 0.84 0.70
VSM 0.80 0.79 0.84 0.84 0.70 0.70
Resnik 0.83 0.82 0.88 0.87 0.74 0.74
Lin 0.80 0.80 0.86 0.86 0.66 0.65
Jiang 0.79 0.78 0.85 0.84 0.63 0.62
Schlicker 0.81 0.80 0.87 0.86 0.66 0.66
SimGIC 0.80 0.80 0.84 0.85 0.70 0.70
  1. The unreliable results are in italic. The best results are in bold