Research Article
Protein Subcellular Localization Based on Evolutionary Information and Segmented Distribution
Table 4
Comparison of single feature and fusion feature on Gpos-mPLoc dataset.
| Feature extraction method | Subcellular site | OA | Cell membrane | Cytoplasm | Cell wall | Extracell |
| (SN) | AAO | 0.700 | 0.432 | 0.101 | 0.499 | 0.445 | PSSM-AAO | 0.622 | 0.827 | 0.743 | 0.716 | 0.710 | PSSM-GSD | 0.806 | 0.692 | 0.962 | 0.840 | 0.735 | AAO + PSSM | 0.718 | 0.976 | 0.333 | 0.707 | 0.662 | AAO + PSSM | 0.744 | 0.872 | 0.975 | 0.917 | 0.831 |
| (SP) | AAO | 0.999 | 0.940 | 0.966 | 1.000 | — | PSSM-AAO | 0.989 | 0.979 | 0.957 | 0.998 | — | PSSM-GSD | 0.956 | 0.925 | 0.976 | 0.965 | — | AAO + PSSM | 0.843 | 0.994 | 0.984 | 0.896 | — | AAO + PSSM | 0.958 | 0.968 | 0.986 | 0.982 | — |
| (MCC) | AAO | 0.769 | 0.361 | 0.070 | 0.523 | — | PSSM-AAO | 0.725 | 0.833 | 0.735 | 0.781 | — | PSSM-GSD | 0.774 | 0.628 | 0.927 | 0.810 | — | AAO + PSSM | 0.558 | 0.972 | 0.358 | 0.595 | — | AAO + PSSM | 0.730 | 0.848 | 0.951 | 0.902 | — |
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The bold values are the results of the proposed method in the paper on the Gpos-mPLoc dataset for clearer comparison.
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