Table 1 The results of DR-IBRW and five comparing methods
From: Drug repositioning based on individual bi-random walks on a heterogeneous network
Methods | Micro-F1 | Macro-F1 | Precision | Recall |
|---|---|---|---|---|
DR-IBRW | 0.395 ±0.002 | 0.328±0.001 | 0.212 ±0.000 | 0.766±0.007 |
MBiRW | 0.294 ±0.004 | 0.245 ±0.003 | 0.158 ±0.001 | 0.572 ±0.016 |
BLM | 0.413±0.006 | 0.304 ±0.002 | 0.224±0.003 | 0.740 ±0.002 |
JI | 0.229 ±0.001 | 0.188 ±0.001 | 0.123 ±0.000 | 0.427 ±0.002 |
HGBI | 0.013 ±0.000 | 0.010 ±0.000 | 0.007 ±0.000 | 0.021 ±0.000 |
NBI | 0.009 ±0.000 | 0.007 ±0.000 | 0.004 ±0.000 | 0.016 ±0.000 |