Table 4 Optimal parameters of comparing methods
From: Predicting protein-protein interactions using high-quality non-interacting pairs
Method | Name | Parameters | |||
|---|---|---|---|---|---|
Guo’s work [21] | SVM+AC | C | γ | Kernel | |
| Â | Â | 32768.0 | 0.074325444687670064 | Poly | |
Yang’s work [22] | kNN+LD | n_neighbors | Weights | Algorithm | p |
| Â | Â | 3 | Distance | Auto | 1 |
Zhou’s work [23] | SVM+LD | C | γ | Kernel | |
| Â | Â | 3.1748021 | 0.07432544468767006 | rbf | |
You’s work [25] | RF+MCD | n_estimators | Max_features | Criterion | Bootstrap |
| Â | Â | 5000 | Auto | Gini | True |