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Table 3 Classification performance stratified by the number of proteins targeted by a drug

From: Using predicate and provenance information from a knowledge graph for drug efficacy screening

Number of targets per drug Guney reference set EMC reference set
Number of combinations AUC Number of combinations AUC
1 133 71.8% (2.9%)* 552 71.8% (1.4%)
2 125 78.5% (2.4%) 244 75.6% (1.5%)
> 2 144 82.4% (2.2%) 454 76.6% (1.5%)
All 402 78.1% (1.7%) 1250 74.3% (1.0%)
  1. *Values indicate the mean and standard deviation of the AUCs for 100 experiments