Positional SHAP (PoSHAP) for Interpretation of machine learning models trained from biological sequences
Fig 4
PoSHAP interpretation of models trained to predict A*11:01 binding or CCS.
The mean SHAP value for each amino acid across all test peptides were calculated and arranged into heatmaps representing the values for (A) A*11:01 and (B) CCS. The position along the peptide is along the y-axis and each amino acid is listed along the x-axis.