Table 3 The performance of sbSVM when σ changes from 1 to 10 with stepsize = 1 (cross-validation on dataset 1).
From: A semi-supervised boosting SVM for predicting hot spots at protein-protein Interfaces
Recall | Precision | Specificity | Accuracy | F1 | σ |
|---|---|---|---|---|---|
0.82 | 0.48 | 0.72 | 0.74 | 0.61 | 1-2 |
0.82 | 0.5 | 0.74 | 0.76 | 0.62 | 3 |
0.82 | 0.47 | 0.7 | 0.73 | 0.6 | 4-6 |
0.82 | 0.47 | 0.7 | 0.75 | 0.6 | 7-9 |
0.82 | 0.48 | 0.71 | 0.74 | 0.6 | 10 |