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Table 3 Shows the types of data we used the drug target interaction having more than 1 and 2 drug interactions, area under the accumulated curve (AUAC), area under the ROC curve (AUC), bedroc and, enrichment factor (EF) and AUC Top 10%

From: Optimizing drug–target interaction prediction based on random walk on heterogeneous networks

Data types Number of targets AUAC (%) AUC (%) BEDROC EF AUC (Top 10%)
ChEMBL 1 μM (RWR) >0 0.709 0.995 0.433 5.058 0.455
ChEMBL 1 μM (Seq) >0 0.670 0.670 0.396 4.48 0.414
ChEMBL 1 μM (random RWR) >0 0.494 0.493 0.075 1.090 0.079
ChEMBL 10 μM (RWR) >0 0.596 0.837 0.323 3.865 0.351
ChEMBL 10 μM (Seq) >0 0.518 0.518 0.237 2.641 0.2555
ChEMBL 10 μM (random RWR) >0 0.394 0.364 0.036 0.954 0.029
ChEMBL 1 μM (RWR) >1 0.784 0.784 0.553 6.286 0.569
ChEMBL 1 μM (Seq) >1 0.652 0.651 0.390 4.507 0.412
ChEMBL 1 μM (random RWR) >1 0.483 0.483 0.081 1.290 0.083
ChEMBL 10 μM (RWR) >1 0.613 0.61 0.353 4.091 0.378
ChEMBL 10 μM (Seq) >1 0.551 0.552 0.279 3.084 0.300
ChEMBL 10 μM (random RWR) >1 0.514 0.514 0.075 1.244 0.088
ChEMBL 1 μM (RWR) >2 0.823 0.824 0.611 6.866 0.631
ChEMBL 1 μM (Seq) >2 0.701 0.705 0.513 5.109 0.469
ChEMBL 1 μM >2 0.533 0.533 0.0671 1.465 0.065
ChEMBL 10 μM (RWR) >2 0.632 0.633 0.399 4.569 0.422
ChEMBL 10 μM (Seq) >2 0.569 0.569 0.298 3.03 0.315
ChEMBL 10 μM (random RWR) >2 0.521 0.521 0.262 1.95 0.125