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Table 2 Performance assessment of the ensemble model for GSOM-based PUL approach for DDI prediction using Similarity Feature Representation1 (SFR1) and Similarity Feature Representation2 (SFR2)

From: Positive-Unlabeled Learning for inferring drug interactions based on heterogeneous attributes

   SFR1 SFR2 Ensemble model
Cross validation (80%) Precision 0.960 0.968  
  Recall 0.841 0.972  
  F-measure 0.896 0.970  
Testing (20%) Precision 0.749 0.973 0.970
  Recall 0.648 0.979 0.975
  F-measure 0.692 0.976 0.973