From: GO for gene documents
Hierarchy | Split | Training FScore | Testing | ||
---|---|---|---|---|---|
 |  |  | Recall | Precision | FScore |
MF | 1 | 0.6221 | 0.4499 | 0.3989 | 0.3852 |
MF | 2 | 0.615 | 0.5364 | 0.4402 | 0.44351 |
MF | 3 | 0.6128 | 0.5295 | 0.3892 | 0.4133 |
MF | 4 | 0.6298 | 0.5793 | 0.4394 | 0.452 |
MF | 5 | 0.6371 | 0.5467 | 0.4264 | 0.4451 |
MF | average | 0.6234 | 0.5284 | 0.4188 | 0.4278 |
CC | 1 | 0.5541 | 0.4679 | 0.3774 | 0.3842 |
CC | 2 | 0.5052 | 0.5029 | 0.3435 | 0.3626 |
CC | 3 | 0.5131 | 0.5632 | 0.3806 | 0.4239 |
CC | 4 | 0.5554 | 0.5134 | 0.3273 | 0.3727 |
CC | 5 | 0.5796 | 0.5148 | 0.3875 | 0.4201 |
CC | average | 0.5415 | 0.5125 | 0.3632 | 0.3927 |
BP | 1 | 0.4469 | 0.3994 | 0.2463 | 0.2554 |
BP | 2 | 0.4472 | 0.4017 | 0.2727 | 0.2793 |
BP | 3 | 0.4378 | 0.3951 | 0.2531 | 0.2589 |
BP | 4 | 0.4248 | 0.4309 | 0.2654 | 0.2804 |
BP | 5 | 0.4518 | 0.3710 | 0.2434 | 0.2543 |
BP | average | 0.4417 | 0.3996 | 0.2562 | 0.2657 |