Research Article
Use Chou’s 5-Step Rule to Classify Protein Modification Sites with Neural Network
Table 5
The testing scores of 10-fold crossvalidation and Split to Equal Validation.
| Scores | Validation methods | AUC | ACC (%) | MCC | SN (%) | SP (%) | F1 |
| Validation scores | 10F CV | 0.5751 | 21.11 | 0.0776 | 95.23 | 15.14 | 26.13 | SEV | 0.8465 | 64.35 | 0.3260 | 100.00 | 61.48 | 76.15 |
| Testing scores | 10F CV | 0.6965 | 90.12 | 0.1060 | 10.91 | 96.73 | 19.61 | SEV | 0.7471 | 63.54 | 0.2002 | 74.16 | 62.65 | 67.92 |
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