Table 2 The MAE of combined features in predicting the torsion angles using ESIDEN on the D2020 dataset.
Combined features | Validation | Test | ||
|---|---|---|---|---|
MAE (\(\phi\)) | MAE (\(\psi\)) | MAE (\(\phi\)) | MAE (\(\psi\)) | |
Basic = PSSM + PP + AA | \(17.22 \pm 0.08\) | \(25.19 \pm 0.08\) | \(18.00 \pm 0.08\) | \(25.87 \pm 0.09\) |
New = RE + DC + PSSP + RBP | \(16.64 \pm 0.09\) | \(21.52 \pm 0.16\) | \(17.24 \pm 0.13\) | \(22.10 \pm 0.09\) |
Basic + DC | \(17.05 \pm 0.06\) | \(24.88 \pm 0.11\) | \(17.76 \pm 0.08\) | \(25.33 \pm 0.14\) |
Basic + RE | \(17.18 \pm 0.08\) | \(25.06 \pm 0.08\) | \(17.82 \pm 0.08\) | \(25.38 \pm 0.09\) |
Basic + PSSP | \(16.38 \pm 0.07\) | \(23.21 \pm 0.10\) | \(16.96 \pm 0.08\) | \(23.51 \pm 0.09\) |
Basic + RBP | \(16.32 \pm 0.06\) | \(21.08 \pm 0.11\) | \(17.02 \pm 0.09\) | \(21.70 \pm 0.14\) |
CbnF = Basic + DC + RE | \(17.01 \pm 0.08\) | \(24.81 \pm 0.09\) | \(17.64 \pm 0.08\) | \(25.08 \pm 0.08\) |
CbnF + PSSP | \(16.21 \pm 0.08\) | \(22.92 \pm 0.09\) | \(16.78 \pm 0.08\) | \(23.23 \pm 0.07\) |
CbnF + RBP | \(16.18 \pm 0.09\) | \(20.89 \pm 0.08\) | \(16.91 \pm 0.09\) | \(21.59 \pm 0.09\) |
CbnF + PSSP + RBP | \(15.72 \pm 0.07\) | \(20.06 \pm 0.06\) | \(15.72 \pm 0.07\) | \(19.77 \pm 0.05\) |
