Table 4 The training dataset results and test dataset results after 200 iterations of K carbonylation sites. (%)
From: A novel two-way rebalancing strategy for identifying carbonylation sites
Method | AUC | Sen | Spe |
|---|---|---|---|
SVM(line)(train) | 72.86 | 65.77 | 79.95 |
SVM(line)(test) | 67.90 | 60.00 | 74.90 |
SVM(poly)(train) | 75.56 | 68.60 | 82.52 |
SVM(poly)(test) | 72.55 | 65.50 | 79.60 |
SVM(RBF) (train) | 75.48 | 68.53 | 82.43 |
SVM(RBF) (test) | 72.83 | 65.81 | 79.85 |