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imodels-experiments's Issues

Fig. 3 from the Shrinkage paper

And the same question w.r.t. Figure 3, the code does not seem to be part of the repository ?
(I suppose, it would be nice to also be able to reproduce the remaining Figs in the Appendix)

Thanks!

CCP and number of leaves

In Fig. 4A/B the CCP (cost complexity pruned) graphs are puzzling to me: CCP should protect against overfitting a lot more than shown? In particular, the "number of leaves" cannot be fixed as the graph suggests; they will be a result of the pruning?

Figure 4 from the "shrinkage" paper

I am looking for the code which produced Figure 4 in the "Hierarchical Shrinkage" paper.
I had hoped that 01_performance_curves.ipynb in the shrinkage folder was the right notebook for this, but there seems to be quite some mixing with the FIGS simulations ?
(That notebook explores the number of rules)

It would be very helpful if you could provide the script/notebook which led to Figure4.

Thanks,
ML

Tuned RF in Fig. 4

In Fig. 4D the tuned Random Forests sometimes perform below the vanilla RF. Did you ever look into this strange behavior?

SHAP and MDI computation

How would you compute MDI and/or SHAP values on the shrunken forests ?
Might you have example code available ?

Thanks!
Markus

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