Table 1 Percentage of top identified ego-networks successfully matching true subnetworks in simulations using different classification algorithms *
From: EgoNet: identification of human disease ego-network modules
| Â | Top 1 | Â | Top 5 | Â |
|---|---|---|---|---|
| Â | Linear (%) | Nonlinear (%) | Linear (%) | Nonlinear (%) |
SVM: | 68 | 53 | 89 | 83 |
RF: | 50 | 42 | 83 | 69 |
KNN: | 62 | 46 | 91 | 70 |