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Add example where there is no variable of importance #145

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lionelkusch opened this issue Jan 31, 2025 · 1 comment
Open

Add example where there is no variable of importance #145

lionelkusch opened this issue Jan 31, 2025 · 1 comment
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examples Question link to the examples idea idea for the future

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@lionelkusch
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I think that we should check with an example, the case where there is no variable of importance and identify if the model provides one or not.
I think that the dimension of features and dimension of data will have an impact on this use case. It will be interesting to see if the model is stable over the scaling of this dimension.

@lionelkusch lionelkusch added examples Question link to the examples idea idea for the future labels Jan 31, 2025
@lionelkusch lionelkusch changed the title Add example without varibale of importance Add example where there is no variable of importance Jan 31, 2025
@bthirion
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Indeed, it is good to study the behavior of models under the global null, as a sanity check.

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