muellerzr / Practical-Deep-Learning-for-Coders-2.0

Notebooks for the "A walk with fastai2" Study Group and Lecture Series

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Much time for ShapInterpretation

turgut090 opened this issue · comments

Hi. Thanks for the interesting and useful notebooks. However, why ShapInterpretation requires a lot of time for processing? For example, for the Adult dataset? And is this the expected behavior?

34%|███▎      | 43/128 [06:01<11:53,  8.39s/it]

Yes, SHAP is not a very fast process, hence why the example did not use many values.

Thanks, Zachary!