Research Article
Use Chou’s 5-Step Rule to Classify Protein Modification Sites with Neural Network
Table 3
The testing results of three models based on EBPR encoding.
| EAPR | Classifier | AUC | Acc (%) | MCC | Sn (%) | Sp (%) | F1 |
| Testing scores | ANN | 0.6552 | 56.57 | 0.1226 | 67.23 | 55.68 | 60.91 | SVM | 0.5041 | 82.71 | 0.0056 | 12.06 | 88.61 | 21.23 | kNN | 0.5874 | 64.69 | 0.0705 | 46.38 | 66.21 | 54.55 |
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