Table 3. Most Important Residues Provided by the Permutation Importance and SHAP Algorithms in the LightGBM Model.
| permutation importance | SHAP | |
|---|---|---|
| 1 | Val18 | Leu83 |
| 2 | Leu134 | His84 |
| 3 | Lys33 | Ala31 |
| 4 | Leu83 | Leu134 |
| 5 | His84 | Asp86 |
| 6 | Ala31 | Lys33 |
| permutation importance | SHAP | |
|---|---|---|
| 1 | Val18 | Leu83 |
| 2 | Leu134 | His84 |
| 3 | Lys33 | Ala31 |
| 4 | Leu83 | Leu134 |
| 5 | His84 | Asp86 |
| 6 | Ala31 | Lys33 |