Research Article
Use Chou’s 5-Step Rule to Classify Protein Modification Sites with Neural Network
Table 2
The testing results of three models based on AAC encoding.
| AAC | Classifier | AUC | Acc (%) | MCC | Sn (%) | Sp (%) | F1 |
| Testing scores | ANN | 0.5833 | 54.94 | 0.0598 | 56.35 | 54.83 | 55.58 | SVM | 0.6149 | 53.92 | 0.0856 | 62.86 | 53.17 | 57.61 | kNN | 0.6224 | 47.64 | 0.0906 | 71.20 | 45.67 | 55.65 |
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