Fig. 2From: Could graph neural networks learn better molecular representation for drug discovery? A comparison study of descriptor-based and graph-based modelsImportance of the representative molecular descriptors (the top 20) and the corresponding SHAP values given by XGBoost for the a ESOL and b BBBP datasets. One molecule gets one dot on each descriptor’s line and dots stack up to show densityBack to article page