Fig. 7
From: IRESpy: an XGBoost model for prediction of internal ribosome entry sites
XGBoost model feature importance explained by SHAP and LIME at a local scale. a SHAP (SHapley Additive exPlanation) dependence plots of the importance of the UUU and GA kmers in the XGBoost model. b Local Interpretable Model-agnostic Explanations (LIME) for the CrPV IGR IRES and CrPV protein coding sequence. The green bar shows the weighted features that support classification as IRES and red bars are the weighted features that oppose classification as IRES