I'm using shap.utils.hclust to figure out which features are redundant and following the

My questions are:

1. In the implementation why is

   hierarchy.cut_tree(clustering, n_clusters=5)
   

   or

   hierarchy.cut_tree(clustering, height=.5)
   

   Output is cluster labels. Choose "any".