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%) |