|
Median AUC in a ten-fold cross validation across BP, MF, CC and all the target GO annotations |
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| BP |
MF |
CC |
All GO |
|
|
|
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| Networkfull |
0.830 |
0.912 |
0.883 |
0.856 |
| Min |
0.697 |
0.780 |
0.758 |
0.734 |
| Mean |
0.844 |
0.926 |
0.885 |
0.865 |
| Max |
0.841 |
0.920 |
0.888 |
0.863 |
| Classifier |
0.678 |
0.770 |
0.747 |
0.712 |
| Networkslim |
0.819 |
0.905 |
0.834 |
0.842 |
|
The best prediction quality in each column is highlighted in bold. AUC, area under the receiver operating characteristic; BP, biological process; CC, cellular component; GO, Gene Ontology; MF, molecular function. | ||||
Kim et al. Genome Biology 2008 9(Suppl 1):S5 doi:10.1186/gb-2008-9-s1-s5 |
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