Table 4 The \(R^2\) of the model merging the ESM feature with other individual features
From: HybridGCN for protein solubility prediction with adaptive weighting of multiple features
Individual Feature | Validation | Test |
|---|---|---|
ESM | 0.372± 0.012 | 0.365 |
ESM+HMM | 0.423± 0.011 | 0.420 |
ESM+PSSM | 0.415± 0.013 | 0.411 |
ESM+BLOSUM | 0.398± 0.012 | 0.394 |
ESM+AAPHY7 | 0.388± 0.014 | 0.382 |
ESM+SPIDER3 | 0.392± 0.019 | 0.386 |