Table 8 Comparisons of different models for hot spots prediction on 10-fold cross-validation test
Method | P | R | F1 | ΔF1 | P-value |
|---|---|---|---|---|---|
Random | 0.56 | 0.47 | 0.48 | -- | -- |
Sequence-based SVM | 0.65 | 0.65 | 0.65 | +0.17 | 0.003 |
Structure-based SVM | 0.65 | 0.60 | 0.61 | +0.13 | 0.02 |
All features SVM | 0.66 | 0.68 | 0.66 | +0.18 | 0.002 |