Table 2 Best hyper-parameters of our de-noising method
From: Network-based de-noising improves prediction from microarray data
| Â | Â | Corr | Corr+Sim | Corr+GO | Corr+PPi | All | Unweighted | Corr&Drug | All&Drug |
|---|---|---|---|---|---|---|---|---|---|
PCR | β 0 | 1 | 1 | 1 | 1 | 1 | 4 | 1 | 1 |
|  | β 1 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 | 0 | 0.05 | 0.05 |
kNN | β 0 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 |
|  | β 1 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 | 0.05 |