From: Drug-target interaction prediction with tree-ensemble learning and output space reconstruction
AUPR | |||||
---|---|---|---|---|---|
Data | BICTR | eBICT | NRLMF | BLMNII | STC |
 | Td×Lp | ||||
NR | 0.480 | 0.444* | 0.501 | 0.436 | 0.467 |
GR | 0.334 | 0.329 | 0.349 | 0.312 | 0.324 |
IC | 0.329 | 0.317* | 0.329 | 0.213* | 0.307 |
E | 0.314 | 0.316 | 0.367* | 0.255* | 0.353 |
Avg | 0.364 | 0.352 | 0.387 | 0.304 | 0.363 |
 | Ld×Tp | ||||
NR | 0.555 | 0.424* | 0.485* | 0.338* | 0.384* |
GR | 0.523 | 0.504* | 0.406* | 0.324* | 0.365* |
IC | 0.808 | 0.791* | 0.798 | 0.724* | 0.779* |
E | 0.785 | 0.784 | 0.795* | 0.735* | 0.752* |
Avg | 0.668 | 0.626 | 0.621 | 0.530 | 0.570 |
 | Td×Tp | ||||
NR | 0.160 | 0.151 | 0.168 | 0.100 | 0.080* |
GR | 0.156 | 0.156 | 0.168 | 0.042* | 0.079* |
IC | 0.233 | 0.229 | 0.227 | 0.041* | 0.198* |
E | 0.214 | 0.218 | 0.263* | 0.016* | 0.190* |
Avg | 0.191 | 0.189 | 0.207 | 0.050 | 0.137 |