Research Article
Computational Prediction of Protein Function Based on Weighted Mapping of Domains and GO Terms
Table 3
Compare the impact of RSC on protein function prediction.
| | | Uniref50 | SwissProt | TrEMBL | | | MF | BP | CC | MF | BP | CC | MF | BP | CC |
| RPE | Precision | 0.2709 | 0.1582 | 0.184 | 0.328 | 0.2334 | 0.2866 | 0.2803 | 0.1664 | 0.2131 | Recall | 0.8255 | 0.7195 | 0.901 | 0.6801 | 0.5096 | 0.7807 | 0.8625 | 0.7416 | 0.9 | | 0.4076 | 0.2575 | 0.3044 | 0.4424 | 0.3195 | 0.4184 | 0.4224 | 0.2709 | 0.3443 |
| RSC | Precision | 0.8782 | 0.8804 | 0.768 | 0.8529 | 0.8616 | 0.7751 | 0.8064 | 0.8071 | 0.8163 | Recall | 0.7876 | 0.6856 | 0.8163 | 0.5953 | 0.4294 | 0.6083 | 0.8229 | 0.6985 | 0.7716 | | 0.8304 | 0.7709 | 0.7914 | 0.7012 | 0.5731 | 0.6816 | 0.8146 | 0.7489 | 0.7933 |
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The best results are in bold.
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