|
Area under the precision versus recall curve for MIPS function prediction |
||||||||||
| Individual classifier |
Funckenstein |
MRF-NB |
||||||||
|
|
|
|||||||||
| FL |
RF + FL |
|||||||||
|
|
|
|||||||||
| PDT |
RF |
Spoke model |
Spoke model + Pfam |
Matrix Model |
Matrix model + Pfam |
FL spoke model |
FL spoke model + Pfam |
FL matrix model |
FL matrix model + Pfam |
|
|
|
||||||||||
| 0.504 |
0.621 |
0.364 |
0.451 |
0.355 |
0.451 |
0.651 |
0.637 |
0.644 |
0.635 |
0.522 |
|
FL, functional linkage; MIPS, Munich Information Center for Protein Sequences; MRF, Markov random field; NB, naïve Bayes; PDT, probabilistic decision tree; RF, random forest. | ||||||||||
Tian et al. Genome Biology 2008 9(Suppl 1):S7 doi:10.1186/gb-2008-9-s1-s7 |
||||||||||