Table 5.
Method | NLM2007 dataset | L1000 dataset | |||||||
---|---|---|---|---|---|---|---|---|---|
|
|
||||||||
Rμ | Pμ | Fμ | MAP | Rμ | Pμ | Fμ | MAP | ||
All features | 0.727 | 0.398 | 0.514 | 0.644 | 0.730 | 0.355 | 0.478 | 0.630 | |
| |||||||||
|
0.574 | 0.314 | 0.406 | 0.382 | 0.578 | 0.281 | 0.378 | 0.376 | |
~fF | 0.719 | 0.393 | 0.508 | 0.637 | 0.719 | 0.349 | 0.470 | 0.621 | |
~fR | 0.720 | 0.394 | 0.509 | 0.642 | 0.726 | 0.353 | 0.475 | 0.625 | |
~fF, ~ fR | 0.697 | 0.382 | 0.493 | 0.621 | 0.697 | 0.339 | 0.456 | 0.603 | |
~fA | 0.720 | 0.394 | 0.509 | 0.644 | 0.727 | 0.353 | 0.476 | 0.625 | |
~fP | 0.720 | 0.394 | 0.509 | 0.644 | 0.730 | 0.354 | 0.477 | 0.627 |