Table 5. The performance of our method and other existing methods on PDB594 dataset (Jackknife test evaluation).
Methods | ACC(%) | MCC | SN(%) | SP(%) |
---|---|---|---|---|
GNB-based-wrapper | 80.5 | 0.610 | 82.8 | 78.1 |
DT-based-wrapper | 69.2 | 0.384 | 68.4 | 70.0 |
LongR-based-wrapper | 75.4 | 0.511 | 80.5 | 70.4 |
KNN-based-wrapper | 74.6 | 0.492 | 72.1 | 77.1 |
SVM-Poly-based-wrapper | 77.1 | 0.550 | 85.5 | 68.7 |
SVM-RBF-based-wrapper | 80.1 | 0.605 | 84.8 | 75.4 |
Our method | 86.2 | 0.724 | 87.2 | 85.2 |