Table 3 Optimal weight parameters of Ensemble-1 selected by the restricted grid search on each round of 10-fold cross-validation.
From: Prediction of protein-protein interaction sites using an ensemble method
Round | w 1 | w 2 | w 3 | w 4 | w 5 | w 6 | w 7 | w 8 |
|---|---|---|---|---|---|---|---|---|
1 | 0.0 | 0.0 | 0.2 | 0.1 | 0.0 | 0.4 | 0.05 | 0.25 |
2 | 0.05 | 0.0 | 0.1 | 0.1 | 0.0 | 0.35 | 0.0 | 0.4 |
3 | 0.05 | 0.15 | 0.0 | 0.1 | 0.0 | 0.35 | 0.0 | 0.35 |
4 | 0.0 | 0.0 | 0.0 | 0.05 | 0.0 | 0.35 | 0.05 | 0.55 |
5 | 0.0 | 0.0 | 0.05 | 0.0 | 0.0 | 0.6 | 0.0 | 0.35 |
6 | 0.05 | 0.15 | 0.0 | 0.05 | 0.2 | 0.35 | 0.0 | 0.2 |
7 | 0.05 | 0.0 | 0.05 | 0.3 | 0.1 | 0.4 | 0.0 | 0.1 |
8 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.4 | 0.05 | 0.55 |
9 | 0.0 | 0.0 | 0.05 | 0.0 | 0.0 | 0.75 | 0.1 | 0.1 |
10 | 0.1 | 0.1 | 0.0 | 0.0 | 0.15 | 0.4 | 0.0 | 0.25 |