In figure 6 from the paper SHAP summary plots are created for HSTreeClassifier and compared against those from sklearn's RandomForestClassifier. That's exactly what I want to do. However when I plug it to the TreeExplainer I get:
InvalidModelError: Model type not yet supported by TreeExplainer: <class 'imodels.tree.hierarchical_shrinkage.HSTreeClassifier'>
I did my best to search in the repo for some kindof shap wrapper and found nothing. Help? Thanks!
In figure 6 from the paper SHAP summary plots are created for
HSTreeClassifierand compared against those from sklearn'sRandomForestClassifier. That's exactly what I want to do. However when I plug it to theTreeExplainerI get:I did my best to search in the repo for some kindof shap wrapper and found nothing. Help? Thanks!