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marcotcr / anchor

Code for "High-Precision Model-Agnostic Explanations" paper

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Anchor for regression?

LishengSun opened this issue · comments

commented

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!

commented

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

commented

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

commented

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...