Research Article
Predicting Gram-Positive Bacterial Protein Subcellular Location by Using Combined Features
Table 3
The predictive results based on the hybrid information in the Jackknife test.
| Features | Location | OA (%) | Cell wall | Extracell | Cytoplasm | Cell membrane |
| AAC+GO | (%) | 9.09 | 87.85 | 76.59 | 86.79 | 81.0% | (%) | 99.56 | 89.10 | 92.86 | 90.78 | MCC | 0.18 | 0.75 | 0.71 | 0.76 | ACC (%) | 96.71 | 88.71 | 87.00 | 89.57 | AAC+hpDC | (%) | 40.91 | 83.18 | 83.33 | 89.60 | 83.9% | (%) | 99.26 | 90.74 | 91.96 | 94.50 | MCC | 0.50 | 0.74 | 0.78 | 0.74 | ACC (%) | 97.14 | 87.26 | 88.94 | 89.24 | AAC+GO+acACS | (%) | 22.73 | 85.51 | 81.35 | 86.79 | 82.4% | (%) | 99.56 | 90.74 | 91.74 | 92.21 | MCC | 0.37 | 0.75 | 0.74 | 0.78 | ACC (%) | 97.14 | 89.14 | 88.00 | 90.57 | AAC+DC+hpDC | (%) | 40.91 | 86.92 | 87.30 | 88.68 | 86.1% | (%) | 99.71 | 91.15 | 92.86 | 93.65 | MCC | 0.49 | 0.77 | 0.77 | 0.82 | ACC (%) | 97.57 | 89.96 | 89.57 | 92.14 | AAC+GO+acACS+hpDC | (%) | 22.73 | 83.65 | 86.51 | 85.85 | 83.4% | (%) | 99.56 | 90.71 | 90.63 | 94.67 | MCC | 0.37 | 0.73 | 0.77 | 0.81 | ACC (%) | 97.14 | 88.57 | 89.14 | 92.00 | AAC+DC+GO+hpDC | (%) | 36.36 | 83.18 | 82.54 | 91.98 | 84.1% | (%) | 99.41 | 88.86 | 92.86 | 93.24 | MCC | 0.48 | 0.74 | 0.76 | 0.84 | ACC (%) | 97.43 | 88.86 | 89.14 | 92.86 | AAC+DC+GO+acACS+hpDC | (%) | 22.27 | 84.11 | 84.13 | 90.09 | 84.1% | (%) | 99.71 | 90.95 | 92.86 | 93.24 | MCC | 0.44 | 0.74 | 0.78 | 0.82 | ACC (%) | 97.43 | 88.86 | 89.71 | 92.29 |
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