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Anchor for regression?

Open LishengSun opened this issue 2 years ago • 3 comments

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!

LishengSun avatar Mar 10 '22 18:03 LishengSun

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

joaquinCaceres avatar Jul 13 '22 07:07 joaquinCaceres

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

ishcha avatar Nov 23 '22 19:11 ishcha

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...

WenY2020 avatar Feb 26 '23 15:02 WenY2020