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. 2022 Mar 18;7(12):10372–10381. doi: 10.1021/acsomega.1c06976

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