Method a
| Info b
| IT c
| | CAFA c
| BC c
| TREC c
| |
---|
| |
i
P
1
|
i
R
10
|
h
F
max
|
h
R
10
|
M
R
R
10
|
R
10
|
---|
GOTA | PM |
0.42
|
0.69
|
0.42
|
0.73
|
0.39
|
0.49
|
GOTA | T+A | 0.37 | 0.68 | 0.41 |
0.73
| 0.35 | 0.48 |
GOTA | T | 0.39 | 0.66 | 0.39 | 0.70 | 0.34 | 0.44 |
GOCat | T+A | 0.34 | 0.64 | 0.37 | 0.69 | 0.29 | 0.40 |
GOCat | T | 0.30 | 0.64 | 0.36 | 0.69 | 0.28 | 0.40 |
RandFR | N/A | 0.08 | 0.21 | 0.10 | 0.23 | 0.03 | 0.05 |
RandIC | N/A | 0.22 | 0.23 | 0.19 | 0.30 | 0.00 | 0.01 |
-
aMethod used for prediction. RandFR and RandIC are baseline predictors, based on the distribution of GO terms in the training set
-
bInformations used in prediction: PM = title, abstract, references and publication year (PubMed); T+A = title and abstract; T = title; N/A = no information
-
cMetrics definitions are in the “Evaluation metrics” section. For each metric, the best result is highlighted in italic