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Data Shift : Identify Co-variate shift

Open anilkumarpanda opened this issue 4 years ago • 0 comments

Problem Description

Co-variate shift occurs in the case when the features between the train and test samples are different , but the target relation remains the the same.

Desired Outcome The solution provides a list of features that are shifting between the train and test sets.

Solution Outline Leverage the existing Resemblance model in Probatus to identify the list of features that are shifting between the train and test sets.

Refers to #72 comments

anilkumarpanda avatar Feb 24 '21 17:02 anilkumarpanda