imodels-experiments
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Yu-Group
Experiments with experimental rule-based models to go along with imodels.
In Fig. 4D the tuned Random Forests sometimes perform below the vanilla RF. Did you ever look into this strange behavior?
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...
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...
I am looking for the code which produced Figure 4 in the "Hierarchical Shrinkage" paper. I had hoped that [01_performance_curves.ipynb](https://github.com/Yu-Group/imodels-experiments/blob/master/notebooks/shrinkage/01_performance_curves.ipynb) in the _shrinkage_ folder was the right notebook for this,...
Update notebooks to more easily reproduce the final gfigs models that are diagrammed in the paper we submitted to icml workshop
How would you compute MDI and/or SHAP values on the shrunken forests ? Might you have example code available ? Thanks! Markus