Table 7 Performance analysis of the classifiers (confusion matrix). Classification with categories from MAN were analysed by a 100 times 5-fold cross-validation. The result is represented as a confusion matrix.
From: Annotation of protein residues based on a literature analysis: cross-validation against UniProtKb
Actual | Prediction | |||||||
|---|---|---|---|---|---|---|---|---|
| Â | BINDING | GEN_BIOL | CELL | CHEM_MOD | GEN_ENG | ENZ_ACT | STR_COMP | STR_MOD |
BINDING | 1,772 | 762 | 28 | 93 | 165 | 26 | 546 | 0 |
GEN_BIOL | 560 | 15,815 | 525 | 1,496 | 4,514 | 159 | 1,714 | 65 |
CELL | 96 | 1,167 | 836 | 150 | 325 | 91 | 67 | 0 |
CHEM_MOD | 38 | 1,103 | 12 | 3,742 | 761 | 79 | 546 | 25 |
GEN_ENG | 144 | 2,556 | 126 | 510 | 1,820 | 46 | 480 | 35 |
ENZ_ACT | 33 | 338 | 80 | 201 | 226 | 324 | 457 | 0 |
STR_COMP | 160 | 783 | 64 | 551 | 592 | 35 | 4,914 | 11 |
STR_MOD | 1 | 91 | 1 | 129 | 125 | 0 | 21 | 43 |