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Anchor for regression? #79

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LishengSun opened this issue Mar 10, 2022 · 3 comments
Open

Anchor for regression? #79

LishengSun opened this issue Mar 10, 2022 · 3 comments

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@LishengSun
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Dear Marco,

Thank you for publishing the code!

I have tried to use Anchor to explain a RandomForestRegressor, it works with no bug, however it took longer than a RandomForestClassifier and the length of rules returned is longer expecially when the precision is low. I would like to know if Anchor is indeed expected to work for regression tasks, and if so, what values expected for the parameter 'class_names' ?

Thank you in advance!

@joaquinCaceres
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¿Do you know if it is possible to use Anchor for regression tasks?

@ishcha
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ishcha commented Nov 23, 2022

How did you modify anchors to work with your regression task?

@WenY2020
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I have the same issue as the question here, so long rules returned even with a low precision for regression model. Has anybody got the answer? It seems the explainer is asking for the exact CTR prediciton...

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4 participants