|
Classification results (%) for largest 20 functional classes. Values in bold indicate the top performance in each row. |
||||
| Functional Class |
FNC |
KNN |
L-SVM |
RBF-SVM |
|
|
||||
| Mitochondrion |
73.9 |
78.3 |
57.2 |
78.7 |
| Cytoskeleton |
69.7 |
74.7 |
46.7 |
61.3 |
| Nucleotide metabolism |
39.4 |
33.3 |
25.9 |
38.1 |
| Protein targeting, sorting and translocation |
58.6 |
48.6 |
40.0 |
47.7 |
| Protein degradation |
54.2 |
54.6 |
38.6 |
54.2 |
| Cell growth/morphogenesis |
67.5 |
68.7 |
44.4 |
59.7 |
| Lipid, fatty acid and isoprenoid metabolism |
31.5 |
29.9 |
29.3 |
34.4 |
| Stress response |
57.2 |
58.7 |
36.9 |
55.0 |
| Amino acid metabolism |
53.1 |
43.6 |
41.0 |
57.3 |
| Cellular sensing and response |
63.1 |
62.7 |
47.8 |
56.8 |
| Protein modification |
44.1 |
39.5 |
35.3 |
47.3 |
| Ribosome biogenesis |
90.0 |
94.5 |
84.8 |
94.1 |
| RNA processing |
50.7 |
48.4 |
31.6 |
47.7 |
| DNA processing |
71.0 |
63.1 |
39.5 |
64.7 |
| Transported compounds |
73.8 |
60.4 |
36.8 |
68.7 |
| Fungal/microorganismic cell type differentiation |
73.5 |
76.2 |
45.6 |
66.0 |
| C-compound and carbohydrate metabolism |
76.3 |
63.9 |
41.2 |
69.7 |
| Cell cycle |
86.5 |
79.1 |
44.3 |
76.0 |
| RNA synthesis |
83.1 |
64.3 |
33.7 |
66.5 |
| Transport routes |
88.3 |
72.1 |
41.4 |
66.1 |
|
|
||||
| Average |
65.27 |
60.72 |
42.10 |
60.51 |
Li et al. BMC Bioinformatics 2006 7(Suppl 4):S23 doi:10.1186/1471-2105-7-S4-S23 |
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