From: An efficient method for protein function annotation based on multilayer protein networks
Categories | Schemes | Precision | Recall | F-measure | CR |
---|---|---|---|---|---|
BP | SCL → SDL → PIL | 0.444 | 0.427 | 0.435 | 0.426 |
SCL → PIL → SDL | 0.462 | 0.401 | 0.429 | 0.374 | |
SDL → PIL → SCL | 0.452 | 0.404 | 0.426 | 0.396 | |
SDL → SCL → PIL | 0.442 | 0.424 | 0.433 | 0.422 | |
PIL → SDL → SCL | 0.453 | 0.404 | 0.427 | 0.397 | |
PIL → SCL → SDL | 0.459 | 0.398 | 0.426 | 0.372 | |
MF | SCL → SDL → PIL | 0.569 | 0.544 | 0.556 | 0.508 |
SCL → PIL → SDL | 0.566 | 0.535 | 0.55 | 0.495 | |
SDL → PIL → SCL | 0.585 | 0.54 | 0.561 | 0.505 | |
SDL → SCL → PIL | 0.568 | 0.543 | 0.555 | 0.507 | |
PIL → SDL → SCL | 0.584 | 0.539 | 0.561 | 0.504 | |
PIL → SCL → SDL | 0.573 | 0.541 | 0.557 | 0.5 | |
CC | SCL → SDL → PIL | 0.463 | 0.439 | 0.451 | 0.415 |
SCL → PIL → SDL | 0.468 | 0.43 | 0.448 | 0.4 | |
SDL → PIL → SCL | 0.473 | 0.424 | 0.447 | 0.402 | |
SDL → SCL → PIL | 0.461 | 0.439 | 0.45 | 0.413 | |
PIL → SDL → SCL | 0.473 | 0.424 | 0.448 | 0.403 | |
PIL → SCL → SDL | 0.467 | 0.429 | 0.447 | 0.4 |