'Dtreeviz - Same feature on tree level
So I used dtreeviz to get a better view of my decision tree, I quadruple checked all the data, model and everything I did before plotting the decision tree, but when looking at it, we can see on the first level of the tree, that the two features are the same.
I wanted to know if this is ok, or is there an issue with my viz ?
Here is the code for tree plotting :
viz = dtreeviz(tree_model,
               X,
               np.array(y),
               target_name='pairingStatus',
               feature_names=features,
               class_names=tree_model.classes_.tolist()
              )
Sources
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