Research Article

Prediction of Drugs Target Groups Based on ChEBI Ontology

Table 3

The prediction accuracies of the method based on ChEBI ontology and chemical interaction on the benchmark dataset evaluated by jackknife test.

Target groupPrediction based on ChEBI ontologyPrediction based on chemical interaction

G Protein-coupled Receptors94.46%83.71%
Nuclear Receptors76.84%82.11%
Ion Channels61.02%77.97%
Enzymes86.24%87.08%
Overall84.70%84.13%