DrugECs: An Ensemble System with Feature Subspaces for Accurate Drug-Target Interaction Prediction

Table 6

Performance comparison of our method with two works on the same datasets in terms of “Acc” measure.

Method	Type	Enzymes	Ion channels	GPCRs	Nuclear receptors
DrugECs	kNN	0.918	0.882	0.863	0.921
Reference [13]	kNN	0.855	0.808	0.785	0.857
Web-servers		0.910	0.873	0.855	0.892
Random predictor		0.489	0.489	0.488	0.488

See [34] for the iEzy-Drug predictor and its reported success rates; see [35] for the iCDI-Drug predictor and its reported success rates; see [36] for the iGPCR-Drug predictor and its reported success rates; see [37] for the iNR-Drug predictor and its reported success rates.