Research Article
PSBinder: A Web Service for Predicting Polystyrene Surface-Binding Peptides
Table 2
The prediction performances of various machine learning methods.
| Machine learning methods | Sn (%) | Sp (%) | Acc (%) | MCC |
| Support vector machine | 88.46 | 85.58 | 87.02 | 0.74 | Naive Bayes | 83.70 | 82.70 | 83.20 | 0.66 | Logistic Function | 76.90 | 86.50 | 81.70 | 0.64 | Random Forest | 73.10 | 82.70 | 77.90 | 0.56 | LibD3C | 78.72 | 73.68 | 75.96 | 0.52 | Decision Tree J48 | 48.10 | 74.00 | 61.05 | 0.23 |
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